id	sid	tid	token	lemma	pos
fcis-24300	1	1	frontiers	frontier	NOUN
fcis-24300	1	2	in	in	ADP
fcis-24300	1	3	computing	computing	NOUN
fcis-24300	1	4	and	and	CCONJ
fcis-24300	1	5	intelligent	intelligent	ADJ
fcis-24300	1	6	systems	system	NOUN
fcis-24300	1	7	issn	issn	VERB
fcis-24300	1	8	:	:	PUNCT
fcis-24300	1	9	2832	2832	NUM
fcis-24300	1	10	-	-	SYM
fcis-24300	1	11	6024	6024	NUM
fcis-24300	1	12	|	|	NOUN
fcis-24300	1	13	vol	vol	NOUN
fcis-24300	1	14	.	.	PROPN
fcis-24300	2	1	9	9	NUM
fcis-24300	2	2	,	,	PUNCT
fcis-24300	2	3	no	no	INTJ
fcis-24300	2	4	.	.	NOUN
fcis-24300	2	5	1	1	NUM
fcis-24300	2	6	,	,	PUNCT
fcis-24300	2	7	2024	2024	NUM
fcis-24300	2	8	70	70	NUM
fcis-24300	2	9	intelligent	intelligent	ADJ
fcis-24300	2	10	planting	planting	NOUN
fcis-24300	2	11	of	of	ADP
fcis-24300	2	12	subtropical	subtropical	ADJ
fcis-24300	2	13	fruits	fruit	NOUN
fcis-24300	2	14	and	and	CCONJ
fcis-24300	2	15	vegetables	vegetable	NOUN
fcis-24300	2	16	based	base	VERB
fcis-24300	2	17	on	on	ADP
fcis-24300	2	18	artificial	artificial	ADJ
fcis-24300	2	19	intelligence	intelligence	NOUN
fcis-24300	2	20	di	di	NOUN
fcis-24300	2	21	liang	liang	PROPN
fcis-24300	2	22	1	1	PROPN
fcis-24300	2	23	,	,	PUNCT
fcis-24300	2	24	*	*	PUNCT
fcis-24300	2	25	,	,	PUNCT
fcis-24300	2	26	zhongming	zhongme	VERB
fcis-24300	2	27	lin	lin	PROPN
fcis-24300	2	28	1	1	NUM
fcis-24300	2	29	,	,	PUNCT
fcis-24300	2	30	xiangyun	xiangyun	VERB
fcis-24300	2	31	su	su	PROPN
fcis-24300	2	32	2	2	NUM
fcis-24300	2	33	,	,	PUNCT
fcis-24300	2	34	wenjing	wenje	VERB
fcis-24300	2	35	li	li	PROPN
fcis-24300	2	36	1	1	NUM
fcis-24300	2	37	,	,	PUNCT
fcis-24300	2	38	biaotang	biaotang	PROPN
fcis-24300	2	39	wen	wen	PROPN
fcis-24300	2	40	3	3	NUM
fcis-24300	2	41	,	,	PUNCT
fcis-24300	2	42	zhendong	zhendong	PROPN
fcis-24300	2	43	chen	chen	PROPN
fcis-24300	2	44	4	4	NUM
fcis-24300	2	45	,	,	PUNCT
fcis-24300	2	46	yuanyuan	yuanyuan	X
fcis-24300	2	47	guo	guo	PROPN
fcis-24300	2	48	4	4	NUM
fcis-24300	2	49	and	and	CCONJ
fcis-24300	2	50	y.d	y.d	PROPN
fcis-24300	2	51	.	.	PROPN
fcis-24300	2	52	chuah	chuah	PROPN
fcis-24300	2	53	5	5	NUM
fcis-24300	2	54	1	1	NUM
fcis-24300	2	55	nanning	nanne	VERB
fcis-24300	2	56	normal	normal	ADJ
fcis-24300	2	57	university	university	NOUN
fcis-24300	2	58	,	,	PUNCT
fcis-24300	2	59	nanning	nanning	PROPN
fcis-24300	2	60	guangxi	guangxi	PROPN
fcis-24300	2	61	,	,	PUNCT
fcis-24300	2	62	53000	53000	NUM
fcis-24300	2	63	,	,	PUNCT
fcis-24300	2	64	china	china	PROPN
fcis-24300	2	65	2	2	NUM
fcis-24300	2	66	school	school	NOUN
fcis-24300	2	67	of	of	ADP
fcis-24300	2	68	languages	language	NOUN
fcis-24300	2	69	,	,	PUNCT
fcis-24300	2	70	cultures	culture	NOUN
fcis-24300	2	71	and	and	CCONJ
fcis-24300	2	72	international	international	ADJ
fcis-24300	2	73	education	education	NOUN
fcis-24300	2	74	,	,	PUNCT
fcis-24300	2	75	liuzhou	liuzhou	PROPN
fcis-24300	2	76	institute	institute	PROPN
fcis-24300	2	77	of	of	ADP
fcis-24300	2	78	technology	technology	PROPN
fcis-24300	2	79	,	,	PUNCT
fcis-24300	2	80	liuzhou	liuzhou	NOUN
fcis-24300	2	81	,	,	PUNCT
fcis-24300	2	82	guangxi	guangxi	PROPN
fcis-24300	2	83	,	,	PUNCT
fcis-24300	2	84	545616	545616	NUM
fcis-24300	2	85	,	,	PUNCT
fcis-24300	2	86	china	china	PROPN
fcis-24300	2	87	3	3	NUM
fcis-24300	2	88	jiejiarun	jiejiarun	NOUN
fcis-24300	2	89	technology	technology	PROPN
fcis-24300	2	90	group	group	PROPN
fcis-24300	2	91	co.	co.	PROPN
fcis-24300	2	92	,	,	PUNCT
fcis-24300	2	93	ltd	ltd	PROPN
fcis-24300	2	94	,	,	PUNCT
fcis-24300	2	95	nanning	nanning	PROPN
fcis-24300	2	96	guangxi	guangxi	PROPN
fcis-24300	2	97	,	,	PUNCT
fcis-24300	2	98	53000	53000	NUM
fcis-24300	2	99	,	,	PUNCT
fcis-24300	2	100	china	china	PROPN
fcis-24300	2	101	4	4	NUM
fcis-24300	2	102	guangxi	guangxi	PROPN
fcis-24300	2	103	academy	academy	PROPN
fcis-24300	2	104	of	of	ADP
fcis-24300	2	105	agricultural	agricultural	ADJ
fcis-24300	2	106	sciences	science	NOUN
fcis-24300	2	107	,	,	PUNCT
fcis-24300	2	108	nanning	nanning	PROPN
fcis-24300	2	109	guangxi	guangxi	PROPN
fcis-24300	2	110	,	,	PUNCT
fcis-24300	2	111	53000	53000	NUM
fcis-24300	2	112	,	,	PUNCT
fcis-24300	2	113	china	china	PROPN
fcis-24300	2	114	5	5	NUM
fcis-24300	2	115	department	department	NOUN
fcis-24300	2	116	of	of	ADP
fcis-24300	2	117	mechanical	mechanical	ADJ
fcis-24300	2	118	engineering	engineering	NOUN
fcis-24300	2	119	,	,	PUNCT
fcis-24300	2	120	faculty	faculty	NOUN
fcis-24300	2	121	of	of	ADP
fcis-24300	2	122	engineering	engineering	NOUN
fcis-24300	2	123	&	&	CCONJ
fcis-24300	2	124	technology	technology	PROPN
fcis-24300	2	125	,	,	PUNCT
fcis-24300	2	126	tunku	tunku	PROPN
fcis-24300	2	127	abdul	abdul	PROPN
fcis-24300	2	128	rahman	rahman	PROPN
fcis-24300	2	129	university	university	PROPN
fcis-24300	2	130	of	of	ADP
fcis-24300	2	131	management	management	NOUN
fcis-24300	2	132	and	and	CCONJ
fcis-24300	2	133	technology	technology	NOUN
fcis-24300	2	134	,	,	PUNCT
fcis-24300	2	135	53300	53300	NUM
fcis-24300	2	136	kuala	kuala	PROPN
fcis-24300	2	137	lumpur	lumpur	PROPN
fcis-24300	2	138	,	,	PUNCT
fcis-24300	2	139	malaysia	malaysia	NOUN
fcis-24300	2	140	*	*	PUNCT
fcis-24300	2	141	corresponding	correspond	VERB
fcis-24300	2	142	author	author	NOUN
fcis-24300	2	143	:	:	PUNCT
fcis-24300	2	144	di	di	PROPN
fcis-24300	2	145	liang	liang	PROPN
fcis-24300	2	146	(	(	PUNCT
fcis-24300	2	147	email	email	NOUN
fcis-24300	2	148	:	:	PUNCT
fcis-24300	2	149	allenliangdi@163.com	allenliangdi@163.com	ADJ
fcis-24300	2	150	)	)	PUNCT
fcis-24300	2	151	abstract	abstract	NOUN
fcis-24300	2	152	:	:	PUNCT
fcis-24300	2	153	this	this	DET
fcis-24300	2	154	thesis	thesis	NOUN
fcis-24300	2	155	discusses	discuss	VERB
fcis-24300	2	156	the	the	DET
fcis-24300	2	157	intelligent	intelligent	ADJ
fcis-24300	2	158	planting	planting	NOUN
fcis-24300	2	159	system	system	NOUN
fcis-24300	2	160	of	of	ADP
fcis-24300	2	161	subtropical	subtropical	ADJ
fcis-24300	2	162	fruits	fruit	NOUN
fcis-24300	2	163	and	and	CCONJ
fcis-24300	2	164	vegetables	vegetable	NOUN
fcis-24300	2	165	based	base	VERB
fcis-24300	2	166	on	on	ADP
fcis-24300	2	167	artificial	artificial	ADJ
fcis-24300	2	168	intelligence	intelligence	NOUN
fcis-24300	2	169	(	(	PUNCT
fcis-24300	2	170	ai	ai	NOUN
fcis-24300	2	171	)	)	PUNCT
fcis-24300	2	172	and	and	CCONJ
fcis-24300	2	173	visual	visual	ADJ
fcis-24300	2	174	recognition	recognition	NOUN
fcis-24300	2	175	,	,	PUNCT
fcis-24300	2	176	especially	especially	ADV
fcis-24300	2	177	the	the	DET
fcis-24300	2	178	application	application	NOUN
fcis-24300	2	179	in	in	ADP
fcis-24300	2	180	water	water	NOUN
fcis-24300	2	181	and	and	CCONJ
fcis-24300	2	182	fertilizer	fertilizer	NOUN
fcis-24300	2	183	management	management	NOUN
fcis-24300	2	184	.	.	PUNCT
fcis-24300	3	1	in	in	ADP
fcis-24300	3	2	view	view	NOUN
fcis-24300	3	3	of	of	ADP
fcis-24300	3	4	the	the	DET
fcis-24300	3	5	problems	problem	NOUN
fcis-24300	3	6	of	of	ADP
fcis-24300	3	7	inaccurate	inaccurate	ADJ
fcis-24300	3	8	and	and	CCONJ
fcis-24300	3	9	inefficient	inefficient	ADJ
fcis-24300	3	10	water	water	NOUN
fcis-24300	3	11	and	and	CCONJ
fcis-24300	3	12	fertilizer	fertilizer	NOUN
fcis-24300	3	13	management	management	NOUN
fcis-24300	3	14	faced	face	VERB
fcis-24300	3	15	by	by	ADP
fcis-24300	3	16	fruit	fruit	NOUN
fcis-24300	3	17	and	and	CCONJ
fcis-24300	3	18	vegetable	vegetable	NOUN
fcis-24300	3	19	planting	planting	NOUN
fcis-24300	3	20	in	in	ADP
fcis-24300	3	21	subtropical	subtropical	ADJ
fcis-24300	3	22	areas	area	NOUN
fcis-24300	3	23	,	,	PUNCT
fcis-24300	3	24	this	this	DET
fcis-24300	3	25	study	study	NOUN
fcis-24300	3	26	implements	implement	VERB
fcis-24300	3	27	an	an	DET
fcis-24300	3	28	intelligent	intelligent	ADJ
fcis-24300	3	29	water	water	NOUN
fcis-24300	3	30	and	and	CCONJ
fcis-24300	3	31	fertilizer	fertilizer	NOUN
fcis-24300	3	32	decision	decision	NOUN
fcis-24300	3	33	support	support	NOUN
fcis-24300	3	34	system	system	NOUN
fcis-24300	3	35	,	,	PUNCT
fcis-24300	3	36	which	which	PRON
fcis-24300	3	37	integrates	integrate	VERB
fcis-24300	3	38	visual	visual	ADJ
fcis-24300	3	39	recognition	recognition	NOUN
fcis-24300	3	40	,	,	PUNCT
fcis-24300	3	41	sensor	sensor	NOUN
fcis-24300	3	42	data	data	NOUN
fcis-24300	3	43	acquisition	acquisition	NOUN
fcis-24300	3	44	,	,	PUNCT
fcis-24300	3	45	machine	machine	NOUN
fcis-24300	3	46	learning	learn	VERB
fcis-24300	3	47	algorithms	algorithm	NOUN
fcis-24300	3	48	and	and	CCONJ
fcis-24300	3	49	other	other	ADJ
fcis-24300	3	50	technologies	technology	NOUN
fcis-24300	3	51	.	.	PUNCT
fcis-24300	4	1	through	through	ADP
fcis-24300	4	2	visual	visual	ADJ
fcis-24300	4	3	recognition	recognition	NOUN
fcis-24300	4	4	technology	technology	NOUN
fcis-24300	4	5	,	,	PUNCT
fcis-24300	4	6	the	the	DET
fcis-24300	4	7	system	system	NOUN
fcis-24300	4	8	can	can	AUX
fcis-24300	4	9	monitor	monitor	VERB
fcis-24300	4	10	the	the	DET
fcis-24300	4	11	growth	growth	NOUN
fcis-24300	4	12	status	status	NOUN
fcis-24300	4	13	of	of	ADP
fcis-24300	4	14	crops	crop	NOUN
fcis-24300	4	15	in	in	ADP
fcis-24300	4	16	real	real	ADJ
fcis-24300	4	17	time	time	NOUN
fcis-24300	4	18	,	,	PUNCT
fcis-24300	4	19	accurately	accurately	ADV
fcis-24300	4	20	identify	identify	VERB
fcis-24300	4	21	crop	crop	NOUN
fcis-24300	4	22	growth	growth	NOUN
fcis-24300	4	23	parameters	parameter	NOUN
fcis-24300	4	24	and	and	CCONJ
fcis-24300	4	25	pests	pest	NOUN
fcis-24300	4	26	and	and	CCONJ
fcis-24300	4	27	diseases	disease	NOUN
fcis-24300	4	28	,	,	PUNCT
fcis-24300	4	29	and	and	CCONJ
fcis-24300	4	30	provide	provide	VERB
fcis-24300	4	31	data	data	NOUN
fcis-24300	4	32	support	support	NOUN
fcis-24300	4	33	for	for	ADP
fcis-24300	4	34	water	water	NOUN
fcis-24300	4	35	and	and	CCONJ
fcis-24300	4	36	fertilizer	fertilizer	NOUN
fcis-24300	4	37	decisions	decision	NOUN
fcis-24300	4	38	.	.	PUNCT
fcis-24300	5	1	combined	combine	VERB
fcis-24300	5	2	with	with	ADP
fcis-24300	5	3	sensor	sensor	NOUN
fcis-24300	5	4	data	datum	NOUN
fcis-24300	5	5	such	such	ADJ
fcis-24300	5	6	as	as	ADP
fcis-24300	5	7	soil	soil	NOUN
fcis-24300	5	8	moisture	moisture	NOUN
fcis-24300	5	9	and	and	CCONJ
fcis-24300	5	10	nutrient	nutrient	NOUN
fcis-24300	5	11	content	content	NOUN
fcis-24300	5	12	,	,	PUNCT
fcis-24300	5	13	machine	machine	NOUN
fcis-24300	5	14	learning	learn	VERB
fcis-24300	5	15	algorithms	algorithm	NOUN
fcis-24300	5	16	are	be	AUX
fcis-24300	5	17	used	use	VERB
fcis-24300	5	18	to	to	PART
fcis-24300	5	19	predict	predict	VERB
fcis-24300	5	20	and	and	CCONJ
fcis-24300	5	21	analyze	analyze	VERB
fcis-24300	5	22	crop	crop	NOUN
fcis-24300	5	23	water	water	NOUN
fcis-24300	5	24	and	and	CCONJ
fcis-24300	5	25	fertilizer	fertilizer	NOUN
fcis-24300	5	26	requirements	requirement	NOUN
fcis-24300	5	27	to	to	PART
fcis-24300	5	28	achieve	achieve	VERB
fcis-24300	5	29	accurate	accurate	ADJ
fcis-24300	5	30	water	water	NOUN
fcis-24300	5	31	and	and	CCONJ
fcis-24300	5	32	fertilizer	fertilizer	NOUN
fcis-24300	5	33	management	management	NOUN
fcis-24300	5	34	.	.	PUNCT
fcis-24300	6	1	the	the	DET
fcis-24300	6	2	experimental	experimental	ADJ
fcis-24300	6	3	results	result	NOUN
fcis-24300	6	4	show	show	VERB
fcis-24300	6	5	that	that	SCONJ
fcis-24300	6	6	the	the	DET
fcis-24300	6	7	system	system	NOUN
fcis-24300	6	8	can	can	AUX
fcis-24300	6	9	significantly	significantly	ADV
fcis-24300	6	10	improve	improve	VERB
fcis-24300	6	11	the	the	DET
fcis-24300	6	12	accuracy	accuracy	NOUN
fcis-24300	6	13	and	and	CCONJ
fcis-24300	6	14	efficiency	efficiency	NOUN
fcis-24300	6	15	of	of	ADP
fcis-24300	6	16	water	water	NOUN
fcis-24300	6	17	and	and	CCONJ
fcis-24300	6	18	fertilizer	fertilizer	NOUN
fcis-24300	6	19	management	management	NOUN
fcis-24300	6	20	and	and	CCONJ
fcis-24300	6	21	promote	promote	VERB
fcis-24300	6	22	high	high	ADJ
fcis-24300	6	23	-	-	PUNCT
fcis-24300	6	24	quality	quality	NOUN
fcis-24300	6	25	and	and	CCONJ
fcis-24300	6	26	high	high	ADJ
fcis-24300	6	27	-	-	PUNCT
fcis-24300	6	28	yield	yield	NOUN
fcis-24300	6	29	subtropical	subtropical	ADJ
fcis-24300	6	30	fruits	fruit	NOUN
fcis-24300	6	31	and	and	CCONJ
fcis-24300	6	32	vegetables	vegetable	NOUN
fcis-24300	6	33	.	.	PUNCT
fcis-24300	7	1	this	this	DET
fcis-24300	7	2	study	study	NOUN
fcis-24300	7	3	provides	provide	VERB
fcis-24300	7	4	new	new	ADJ
fcis-24300	7	5	ideas	idea	NOUN
fcis-24300	7	6	and	and	CCONJ
fcis-24300	7	7	technical	technical	ADJ
fcis-24300	7	8	support	support	NOUN
fcis-24300	7	9	for	for	ADP
fcis-24300	7	10	intelligent	intelligent	ADJ
fcis-24300	7	11	and	and	CCONJ
fcis-24300	7	12	precise	precise	ADJ
fcis-24300	7	13	agriculture	agriculture	NOUN
fcis-24300	7	14	,	,	PUNCT
fcis-24300	7	15	and	and	CCONJ
fcis-24300	7	16	has	have	VERB
fcis-24300	7	17	important	important	ADJ
fcis-24300	7	18	application	application	NOUN
fcis-24300	7	19	value	value	NOUN
fcis-24300	7	20	and	and	CCONJ
fcis-24300	7	21	promotion	promotion	NOUN
fcis-24300	7	22	prospects	prospect	NOUN
fcis-24300	7	23	.	.	PUNCT
fcis-24300	8	1	keywords	keyword	NOUN
fcis-24300	8	2	:	:	PUNCT
fcis-24300	8	3	artificial	artificial	ADJ
fcis-24300	8	4	intelligence	intelligence	NOUN
fcis-24300	8	5	ai	ai	VERB
fcis-24300	8	6	;	;	PUNCT
fcis-24300	8	7	visual	visual	ADJ
fcis-24300	8	8	recognition	recognition	NOUN
fcis-24300	8	9	;	;	PUNCT
fcis-24300	8	10	subtropical	subtropical	ADJ
fcis-24300	8	11	fruits	fruit	NOUN
fcis-24300	8	12	and	and	CCONJ
fcis-24300	8	13	vegetables	vegetable	NOUN
fcis-24300	8	14	;	;	PUNCT
fcis-24300	8	15	intelligent	intelligent	ADJ
fcis-24300	8	16	planting	planting	NOUN
fcis-24300	8	17	;	;	PUNCT
fcis-24300	8	18	water	water	NOUN
fcis-24300	8	19	and	and	CCONJ
fcis-24300	8	20	fertilizer	fertilizer	NOUN
fcis-24300	8	21	management	management	NOUN
fcis-24300	8	22	.	.	PUNCT
fcis-24300	9	1	1	1	X
fcis-24300	9	2	.	.	X
fcis-24300	9	3	introduction	introduction	NOUN
fcis-24300	9	4	with	with	ADP
fcis-24300	9	5	the	the	DET
fcis-24300	9	6	growth	growth	NOUN
fcis-24300	9	7	of	of	ADP
fcis-24300	9	8	global	global	ADJ
fcis-24300	9	9	population	population	NOUN
fcis-24300	9	10	and	and	CCONJ
fcis-24300	9	11	the	the	DET
fcis-24300	9	12	acceleration	acceleration	NOUN
fcis-24300	9	13	of	of	ADP
fcis-24300	9	14	urbanization	urbanization	NOUN
fcis-24300	9	15	,	,	PUNCT
fcis-24300	9	16	the	the	DET
fcis-24300	9	17	demand	demand	NOUN
fcis-24300	9	18	for	for	ADP
fcis-24300	9	19	agricultural	agricultural	ADJ
fcis-24300	9	20	products	product	NOUN
fcis-24300	9	21	is	be	AUX
fcis-24300	9	22	increasing	increase	VERB
fcis-24300	9	23	day	day	NOUN
fcis-24300	9	24	by	by	ADP
fcis-24300	9	25	day	day	NOUN
fcis-24300	9	26	.	.	PUNCT
fcis-24300	10	1	traditional	traditional	ADJ
fcis-24300	10	2	agricultural	agricultural	ADJ
fcis-24300	10	3	production	production	NOUN
fcis-24300	10	4	methods	method	NOUN
fcis-24300	10	5	are	be	AUX
fcis-24300	10	6	facing	face	VERB
fcis-24300	10	7	severe	severe	ADJ
fcis-24300	10	8	challenges	challenge	NOUN
fcis-24300	10	9	in	in	ADP
fcis-24300	10	10	resource	resource	NOUN
fcis-24300	10	11	utilization	utilization	NOUN
fcis-24300	10	12	efficiency	efficiency	NOUN
fcis-24300	10	13	,	,	PUNCT
fcis-24300	10	14	environmental	environmental	ADJ
fcis-24300	10	15	friendliness	friendliness	NOUN
fcis-24300	10	16	and	and	CCONJ
fcis-24300	10	17	yield	yield	VERB
fcis-24300	10	18	stability	stability	NOUN
fcis-24300	10	19	.	.	PUNCT
fcis-24300	11	1	especially	especially	ADV
fcis-24300	11	2	in	in	ADP
fcis-24300	11	3	subtropical	subtropical	ADJ
fcis-24300	11	4	areas	area	NOUN
fcis-24300	11	5	,	,	PUNCT
fcis-24300	11	6	due	due	ADP
fcis-24300	11	7	to	to	ADP
fcis-24300	11	8	its	its	PRON
fcis-24300	11	9	unique	unique	ADJ
fcis-24300	11	10	climatic	climatic	ADJ
fcis-24300	11	11	conditions	condition	NOUN
fcis-24300	11	12	and	and	CCONJ
fcis-24300	11	13	soil	soil	NOUN
fcis-24300	11	14	characteristics	characteristic	NOUN
fcis-24300	11	15	,	,	PUNCT
fcis-24300	11	16	fruit	fruit	NOUN
fcis-24300	11	17	and	and	CCONJ
fcis-24300	11	18	vegetable	vegetable	NOUN
fcis-24300	11	19	cultivation	cultivation	NOUN
fcis-24300	11	20	not	not	PART
fcis-24300	11	21	only	only	ADV
fcis-24300	11	22	requires	require	VERB
fcis-24300	11	23	a	a	DET
fcis-24300	11	24	lot	lot	NOUN
fcis-24300	11	25	of	of	ADP
fcis-24300	11	26	water	water	NOUN
fcis-24300	11	27	resources	resource	NOUN
fcis-24300	11	28	and	and	CCONJ
fcis-24300	11	29	fertilizer	fertilizer	NOUN
fcis-24300	11	30	input	input	NOUN
fcis-24300	11	31	,	,	PUNCT
fcis-24300	11	32	but	but	CCONJ
fcis-24300	11	33	also	also	ADV
fcis-24300	11	34	faces	face	VERB
fcis-24300	11	35	problems	problem	NOUN
fcis-24300	11	36	such	such	ADJ
fcis-24300	11	37	as	as	ADP
fcis-24300	11	38	frequent	frequent	ADJ
fcis-24300	11	39	diseases	disease	NOUN
fcis-24300	11	40	and	and	CCONJ
fcis-24300	11	41	pests	pest	NOUN
fcis-24300	11	42	and	and	CCONJ
fcis-24300	11	43	short	short	ADJ
fcis-24300	11	44	growth	growth	NOUN
fcis-24300	11	45	cycle	cycle	NOUN
fcis-24300	11	46	.	.	PUNCT
fcis-24300	12	1	therefore	therefore	ADV
fcis-24300	12	2	,	,	PUNCT
fcis-24300	12	3	how	how	SCONJ
fcis-24300	12	4	to	to	PART
fcis-24300	12	5	realize	realize	VERB
fcis-24300	12	6	the	the	DET
fcis-24300	12	7	efficient	efficient	ADJ
fcis-24300	12	8	and	and	CCONJ
fcis-24300	12	9	sustainable	sustainable	ADJ
fcis-24300	12	10	cultivation	cultivation	NOUN
fcis-24300	12	11	of	of	ADP
fcis-24300	12	12	subtropical	subtropical	ADJ
fcis-24300	12	13	fruits	fruit	NOUN
fcis-24300	12	14	and	and	CCONJ
fcis-24300	12	15	vegetables	vegetable	NOUN
fcis-24300	12	16	has	have	AUX
fcis-24300	12	17	become	become	VERB
fcis-24300	12	18	a	a	DET
fcis-24300	12	19	research	research	NOUN
fcis-24300	12	20	hotspot	hotspot	NOUN
fcis-24300	12	21	in	in	ADP
fcis-24300	12	22	the	the	DET
fcis-24300	12	23	current	current	ADJ
fcis-24300	12	24	agricultural	agricultural	ADJ
fcis-24300	12	25	field	field	NOUN
fcis-24300	12	26	.	.	PUNCT
fcis-24300	13	1	the	the	DET
fcis-24300	13	2	rapid	rapid	ADJ
fcis-24300	13	3	development	development	NOUN
fcis-24300	13	4	of	of	ADP
fcis-24300	13	5	ai	ai	VERB
fcis-24300	13	6	provides	provide	VERB
fcis-24300	13	7	strong	strong	ADJ
fcis-24300	13	8	technical	technical	ADJ
fcis-24300	13	9	support	support	NOUN
fcis-24300	13	10	for	for	ADP
fcis-24300	13	11	agricultural	agricultural	ADJ
fcis-24300	13	12	intelligence	intelligence	NOUN
fcis-24300	13	13	.	.	PUNCT
fcis-24300	14	1	as	as	ADP
fcis-24300	14	2	an	an	DET
fcis-24300	14	3	important	important	ADJ
fcis-24300	14	4	part	part	NOUN
fcis-24300	14	5	of	of	ADP
fcis-24300	14	6	the	the	DET
fcis-24300	14	7	ai	ai	NOUN
fcis-24300	14	8	,	,	PUNCT
fcis-24300	14	9	visual	visual	ADJ
fcis-24300	14	10	recognition	recognition	NOUN
fcis-24300	14	11	technology	technology	NOUN
fcis-24300	14	12	has	have	AUX
fcis-24300	14	13	shown	show	VERB
fcis-24300	14	14	great	great	ADJ
fcis-24300	14	15	application	application	NOUN
fcis-24300	14	16	potential	potential	NOUN
fcis-24300	14	17	in	in	ADP
fcis-24300	14	18	the	the	DET
fcis-24300	14	19	agricultural	agricultural	ADJ
fcis-24300	14	20	field	field	NOUN
fcis-24300	14	21	due	due	ADP
fcis-24300	14	22	to	to	ADP
fcis-24300	14	23	its	its	PRON
fcis-24300	14	24	high	high	ADJ
fcis-24300	14	25	efficiency	efficiency	NOUN
fcis-24300	14	26	and	and	CCONJ
fcis-24300	14	27	accuracy	accuracy	NOUN
fcis-24300	14	28	.	.	PUNCT
fcis-24300	15	1	by	by	ADP
fcis-24300	15	2	integrating	integrate	VERB
fcis-24300	15	3	high	high	ADJ
fcis-24300	15	4	-	-	PUNCT
fcis-24300	15	5	definition	definition	NOUN
fcis-24300	15	6	cameras	camera	NOUN
fcis-24300	15	7	,	,	PUNCT
fcis-24300	15	8	image	image	NOUN
fcis-24300	15	9	processing	processing	NOUN
fcis-24300	15	10	algorithms	algorithm	NOUN
fcis-24300	15	11	and	and	CCONJ
fcis-24300	15	12	machine	machine	NOUN
fcis-24300	15	13	learning	learning	NOUN
fcis-24300	15	14	models	model	NOUN
fcis-24300	15	15	,	,	PUNCT
fcis-24300	15	16	visual	visual	ADJ
fcis-24300	15	17	recognition	recognition	NOUN
fcis-24300	15	18	technology	technology	NOUN
fcis-24300	15	19	can	can	AUX
fcis-24300	15	20	monitor	monitor	VERB
fcis-24300	15	21	crop	crop	NOUN
fcis-24300	15	22	growth	growth	NOUN
fcis-24300	15	23	status	status	NOUN
fcis-24300	15	24	,	,	PUNCT
fcis-24300	15	25	identify	identify	VERB
fcis-24300	15	26	pests	pest	NOUN
fcis-24300	15	27	and	and	CCONJ
fcis-24300	15	28	diseases	disease	NOUN
fcis-24300	15	29	,	,	PUNCT
fcis-24300	15	30	evaluate	evaluate	VERB
fcis-24300	15	31	crop	crop	NOUN
fcis-24300	15	32	growth	growth	NOUN
fcis-24300	15	33	parameters	parameter	NOUN
fcis-24300	15	34	,	,	PUNCT
fcis-24300	15	35	etc	etc	X
fcis-24300	15	36	.	.	X
fcis-24300	16	1	in	in	ADP
fcis-24300	16	2	real	real	ADJ
fcis-24300	16	3	time	time	NOUN
fcis-24300	16	4	,	,	PUNCT
fcis-24300	16	5	and	and	CCONJ
fcis-24300	16	6	provide	provide	VERB
fcis-24300	16	7	rich	rich	ADJ
fcis-24300	16	8	data	datum	NOUN
fcis-24300	16	9	support	support	NOUN
fcis-24300	16	10	for	for	ADP
fcis-24300	16	11	agricultural	agricultural	ADJ
fcis-24300	16	12	production	production	NOUN
fcis-24300	16	13	[	[	X
fcis-24300	16	14	1	1	NUM
fcis-24300	16	15	]	]	PUNCT
fcis-24300	16	16	.	.	PUNCT
fcis-24300	17	1	in	in	ADP
fcis-24300	17	2	terms	term	NOUN
fcis-24300	17	3	of	of	ADP
fcis-24300	17	4	water	water	NOUN
fcis-24300	17	5	and	and	CCONJ
fcis-24300	17	6	fertilizer	fertilizer	NOUN
fcis-24300	17	7	management	management	NOUN
fcis-24300	17	8	,	,	PUNCT
fcis-24300	17	9	traditional	traditional	ADJ
fcis-24300	17	10	methods	method	NOUN
fcis-24300	17	11	often	often	ADV
fcis-24300	17	12	rely	rely	VERB
fcis-24300	17	13	on	on	ADP
fcis-24300	17	14	empirical	empirical	ADJ
fcis-24300	17	15	judgment	judgment	NOUN
fcis-24300	17	16	and	and	CCONJ
fcis-24300	17	17	fixed	fix	VERB
fcis-24300	17	18	rules	rule	NOUN
fcis-24300	17	19	,	,	PUNCT
fcis-24300	17	20	and	and	CCONJ
fcis-24300	17	21	it	it	PRON
fcis-24300	17	22	is	be	AUX
fcis-24300	17	23	difficult	difficult	ADJ
fcis-24300	17	24	to	to	PART
fcis-24300	17	25	accurately	accurately	ADV
fcis-24300	17	26	reflect	reflect	VERB
fcis-24300	17	27	the	the	DET
fcis-24300	17	28	actual	actual	ADJ
fcis-24300	17	29	needs	need	NOUN
fcis-24300	17	30	of	of	ADP
fcis-24300	17	31	crops	crop	NOUN
fcis-24300	17	32	at	at	ADP
fcis-24300	17	33	different	different	ADJ
fcis-24300	17	34	growth	growth	NOUN
fcis-24300	17	35	stages	stage	NOUN
fcis-24300	17	36	and	and	CCONJ
fcis-24300	17	37	under	under	ADP
fcis-24300	17	38	different	different	ADJ
fcis-24300	17	39	environmental	environmental	ADJ
fcis-24300	17	40	conditions	condition	NOUN
fcis-24300	17	41	.	.	PUNCT
fcis-24300	18	1	the	the	DET
fcis-24300	18	2	intelligent	intelligent	ADJ
fcis-24300	18	3	water	water	NOUN
fcis-24300	18	4	and	and	CCONJ
fcis-24300	18	5	fertilizer	fertilizer	NOUN
fcis-24300	18	6	management	management	NOUN
fcis-24300	18	7	system	system	NOUN
fcis-24300	18	8	based	base	VERB
fcis-24300	18	9	on	on	ADP
fcis-24300	18	10	ai	ai	ADJ
fcis-24300	18	11	and	and	CCONJ
fcis-24300	18	12	visual	visual	ADJ
fcis-24300	18	13	recognition	recognition	NOUN
fcis-24300	18	14	can	can	AUX
fcis-24300	18	15	establish	establish	VERB
fcis-24300	18	16	an	an	DET
fcis-24300	18	17	accurate	accurate	ADJ
fcis-24300	18	18	water	water	NOUN
fcis-24300	18	19	and	and	CCONJ
fcis-24300	18	20	fertilizer	fertilizer	NOUN
fcis-24300	18	21	demand	demand	NOUN
fcis-24300	18	22	forecasting	forecasting	NOUN
fcis-24300	18	23	model	model	NOUN
fcis-24300	18	24	by	by	ADP
fcis-24300	18	25	analyzing	analyze	VERB
fcis-24300	18	26	multi	multi	ADJ
fcis-24300	18	27	-	-	ADJ
fcis-24300	18	28	source	source	NOUN
fcis-24300	18	29	data	datum	NOUN
fcis-24300	18	30	such	such	ADJ
fcis-24300	18	31	as	as	ADP
fcis-24300	18	32	crop	crop	NOUN
fcis-24300	18	33	growth	growth	NOUN
fcis-24300	18	34	data	datum	NOUN
fcis-24300	18	35	,	,	PUNCT
fcis-24300	18	36	soil	soil	NOUN
fcis-24300	18	37	environment	environment	NOUN
fcis-24300	18	38	information	information	NOUN
fcis-24300	18	39	and	and	CCONJ
fcis-24300	18	40	meteorological	meteorological	ADJ
fcis-24300	18	41	conditions	condition	NOUN
fcis-24300	18	42	,	,	PUNCT
fcis-24300	18	43	and	and	CCONJ
fcis-24300	18	44	realize	realize	VERB
fcis-24300	18	45	accurate	accurate	ADJ
fcis-24300	18	46	supply	supply	NOUN
fcis-24300	18	47	and	and	CCONJ
fcis-24300	18	48	on	on	ADP
fcis-24300	18	49	-	-	PUNCT
fcis-24300	18	50	demand	demand	NOUN
fcis-24300	18	51	distribution	distribution	NOUN
fcis-24300	18	52	of	of	ADP
fcis-24300	18	53	water	water	NOUN
fcis-24300	18	54	and	and	CCONJ
fcis-24300	18	55	fertilizer	fertilizer	NOUN
fcis-24300	18	56	.	.	PUNCT
fcis-24300	19	1	this	this	PRON
fcis-24300	19	2	can	can	AUX
fcis-24300	19	3	not	not	PART
fcis-24300	19	4	only	only	ADV
fcis-24300	19	5	improve	improve	VERB
fcis-24300	19	6	the	the	DET
fcis-24300	19	7	utilization	utilization	NOUN
fcis-24300	19	8	efficiency	efficiency	NOUN
fcis-24300	19	9	of	of	ADP
fcis-24300	19	10	water	water	NOUN
fcis-24300	19	11	and	and	CCONJ
fcis-24300	19	12	fertilizer	fertilizer	NOUN
fcis-24300	19	13	resources	resource	NOUN
fcis-24300	19	14	,	,	PUNCT
fcis-24300	19	15	reduce	reduce	VERB
fcis-24300	19	16	waste	waste	NOUN
fcis-24300	19	17	and	and	CCONJ
fcis-24300	19	18	pollution	pollution	NOUN
fcis-24300	19	19	,	,	PUNCT
fcis-24300	19	20	but	but	CCONJ
fcis-24300	19	21	also	also	ADV
fcis-24300	19	22	promote	promote	VERB
fcis-24300	19	23	the	the	DET
fcis-24300	19	24	healthy	healthy	ADJ
fcis-24300	19	25	growth	growth	NOUN
fcis-24300	19	26	of	of	ADP
fcis-24300	19	27	crops	crop	NOUN
fcis-24300	19	28	and	and	CCONJ
fcis-24300	19	29	improve	improve	VERB
fcis-24300	19	30	yield	yield	NOUN
fcis-24300	19	31	and	and	CCONJ
fcis-24300	19	32	quality	quality	NOUN
fcis-24300	19	33	.	.	PUNCT
fcis-24300	20	1	2	2	X
fcis-24300	20	2	.	.	X
fcis-24300	20	3	system	system	NOUN
fcis-24300	20	4	design	design	NOUN
fcis-24300	20	5	and	and	CCONJ
fcis-24300	20	6	implementation	implementation	NOUN
fcis-24300	20	7	this	this	DET
fcis-24300	20	8	chapter	chapter	NOUN
fcis-24300	20	9	introduces	introduce	NOUN
fcis-24300	20	10	in	in	ADP
fcis-24300	20	11	detail	detail	NOUN
fcis-24300	20	12	the	the	DET
fcis-24300	20	13	design	design	NOUN
fcis-24300	20	14	and	and	CCONJ
fcis-24300	20	15	implementation	implementation	NOUN
fcis-24300	20	16	of	of	ADP
fcis-24300	20	17	subtropical	subtropical	ADJ
fcis-24300	20	18	fruit	fruit	NOUN
fcis-24300	20	19	and	and	CCONJ
fcis-24300	20	20	vegetable	vegetable	NOUN
fcis-24300	20	21	intelligent	intelligent	ADJ
fcis-24300	20	22	planting	planting	NOUN
fcis-24300	20	23	system	system	NOUN
fcis-24300	20	24	based	base	VERB
fcis-24300	20	25	on	on	ADP
fcis-24300	20	26	ai	ai	ADJ
fcis-24300	20	27	and	and	CCONJ
fcis-24300	20	28	visual	visual	ADJ
fcis-24300	20	29	recognition	recognition	NOUN
fcis-24300	20	30	technology	technology	NOUN
fcis-24300	20	31	.	.	PUNCT
fcis-24300	21	1	the	the	DET
fcis-24300	21	2	main	main	ADJ
fcis-24300	21	3	contents	content	NOUN
fcis-24300	21	4	include	include	VERB
fcis-24300	21	5	the	the	DET
fcis-24300	21	6	design	design	NOUN
fcis-24300	21	7	of	of	ADP
fcis-24300	21	8	intelligent	intelligent	ADJ
fcis-24300	21	9	water	water	NOUN
fcis-24300	21	10	and	and	CCONJ
fcis-24300	21	11	fertilizer	fertilizer	NOUN
fcis-24300	21	12	decision	decision	NOUN
fcis-24300	21	13	support	support	NOUN
fcis-24300	21	14	system	system	NOUN
fcis-24300	21	15	,	,	PUNCT
fcis-24300	21	16	the	the	DET
fcis-24300	21	17	application	application	NOUN
fcis-24300	21	18	of	of	ADP
fcis-24300	21	19	visual	visual	ADJ
fcis-24300	21	20	recognition	recognition	NOUN
fcis-24300	21	21	technology	technology	NOUN
fcis-24300	21	22	in	in	ADP
fcis-24300	21	23	water	water	NOUN
fcis-24300	21	24	and	and	CCONJ
fcis-24300	21	25	fertilizer	fertilizer	NOUN
fcis-24300	21	26	management	management	NOUN
fcis-24300	21	27	,	,	PUNCT
fcis-24300	21	28	and	and	CCONJ
fcis-24300	21	29	the	the	DET
fcis-24300	21	30	integration	integration	NOUN
fcis-24300	21	31	and	and	CCONJ
fcis-24300	21	32	test	test	NOUN
fcis-24300	21	33	of	of	ADP
fcis-24300	21	34	the	the	DET
fcis-24300	21	35	whole	whole	ADJ
fcis-24300	21	36	system	system	NOUN
fcis-24300	21	37	[	[	X
fcis-24300	21	38	2	2	NUM
fcis-24300	21	39	]	]	PUNCT
fcis-24300	21	40	.	.	PUNCT
fcis-24300	22	1	2.1	2.1	NUM
fcis-24300	22	2	.	.	PUNCT
fcis-24300	22	3	intelligent	intelligent	ADJ
fcis-24300	22	4	water	water	NOUN
fcis-24300	22	5	and	and	CCONJ
fcis-24300	22	6	fertilizer	fertilizer	NOUN
fcis-24300	22	7	decision	decision	NOUN
fcis-24300	22	8	support	support	NOUN
fcis-24300	22	9	system	system	NOUN
fcis-24300	22	10	intelligent	intelligent	ADJ
fcis-24300	22	11	water	water	NOUN
fcis-24300	22	12	and	and	CCONJ
fcis-24300	22	13	fertilizer	fertilizer	NOUN
fcis-24300	22	14	decision	decision	NOUN
fcis-24300	22	15	support	support	NOUN
fcis-24300	22	16	system	system	NOUN
fcis-24300	22	17	is	be	AUX
fcis-24300	22	18	the	the	DET
fcis-24300	22	19	core	core	NOUN
fcis-24300	22	20	module	module	NOUN
fcis-24300	22	21	of	of	ADP
fcis-24300	22	22	this	this	DET
fcis-24300	22	23	research	research	NOUN
fcis-24300	22	24	,	,	PUNCT
fcis-24300	22	25	which	which	PRON
fcis-24300	22	26	aims	aim	VERB
fcis-24300	22	27	to	to	PART
fcis-24300	22	28	realize	realize	VERB
fcis-24300	22	29	the	the	DET
fcis-24300	22	30	precise	precise	ADJ
fcis-24300	22	31	management	management	NOUN
fcis-24300	22	32	of	of	ADP
fcis-24300	22	33	water	water	NOUN
fcis-24300	22	34	and	and	CCONJ
fcis-24300	22	35	fertilizer	fertilizer	NOUN
fcis-24300	22	36	in	in	ADP
fcis-24300	22	37	fruit	fruit	NOUN
fcis-24300	22	38	and	and	CCONJ
fcis-24300	22	39	vegetable	vegetable	NOUN
fcis-24300	22	40	growth	growth	NOUN
fcis-24300	22	41	environment	environment	NOUN
fcis-24300	22	42	by	by	ADP
fcis-24300	22	43	ai	ai	PROPN
fcis-24300	22	44	algorithm	algorithm	NOUN
fcis-24300	22	45	.	.	PUNCT
fcis-24300	23	1	the	the	DET
fcis-24300	23	2	system	system	NOUN
fcis-24300	23	3	includes	include	VERB
fcis-24300	23	4	four	four	NUM
fcis-24300	23	5	parts	part	NOUN
fcis-24300	23	6	:	:	PUNCT
fcis-24300	23	7	data	datum	NOUN
fcis-24300	23	8	acquisition	acquisition	NOUN
fcis-24300	23	9	,	,	PUNCT
fcis-24300	23	10	data	datum	NOUN
fcis-24300	23	11	processing	processing	NOUN
fcis-24300	23	12	,	,	PUNCT
fcis-24300	23	13	decision	decision	NOUN
fcis-24300	23	14	71	71	NUM
fcis-24300	23	15	algorithm	algorithm	NOUN
fcis-24300	23	16	and	and	CCONJ
fcis-24300	23	17	user	user	NOUN
fcis-24300	23	18	interface	interface	NOUN
fcis-24300	23	19	.	.	PUNCT
fcis-24300	24	1	(	(	PUNCT
fcis-24300	24	2	1	1	X
fcis-24300	24	3	)	)	PUNCT
fcis-24300	24	4	data	datum	NOUN
fcis-24300	24	5	acquisition	acquisition	NOUN
fcis-24300	24	6	the	the	DET
fcis-24300	24	7	data	data	NOUN
fcis-24300	24	8	acquisition	acquisition	NOUN
fcis-24300	24	9	part	part	NOUN
fcis-24300	24	10	mainly	mainly	ADV
fcis-24300	24	11	monitors	monitor	VERB
fcis-24300	24	12	the	the	DET
fcis-24300	24	13	key	key	ADJ
fcis-24300	24	14	parameters	parameter	NOUN
fcis-24300	24	15	in	in	ADP
fcis-24300	24	16	fruit	fruit	NOUN
fcis-24300	24	17	and	and	CCONJ
fcis-24300	24	18	vegetable	vegetable	NOUN
fcis-24300	24	19	planting	planting	NOUN
fcis-24300	24	20	environment	environment	NOUN
fcis-24300	24	21	in	in	ADP
fcis-24300	24	22	real	real	ADJ
fcis-24300	24	23	time	time	NOUN
fcis-24300	24	24	through	through	ADP
fcis-24300	24	25	sensor	sensor	NOUN
fcis-24300	24	26	network	network	NOUN
fcis-24300	24	27	.	.	PUNCT
fcis-24300	25	1	these	these	DET
fcis-24300	25	2	sensors	sensor	NOUN
fcis-24300	25	3	are	be	AUX
fcis-24300	25	4	arranged	arrange	VERB
fcis-24300	25	5	at	at	ADP
fcis-24300	25	6	different	different	ADJ
fcis-24300	25	7	depths	depth	NOUN
fcis-24300	25	8	and	and	CCONJ
fcis-24300	25	9	locations	location	NOUN
fcis-24300	25	10	in	in	ADP
fcis-24300	25	11	the	the	DET
fcis-24300	25	12	fruit	fruit	NOUN
fcis-24300	25	13	and	and	CCONJ
fcis-24300	25	14	vegetable	vegetable	NOUN
fcis-24300	25	15	planting	planting	NOUN
fcis-24300	25	16	area	area	NOUN
fcis-24300	25	17	to	to	PART
fcis-24300	25	18	fully	fully	ADV
fcis-24300	25	19	cover	cover	VERB
fcis-24300	25	20	the	the	DET
fcis-24300	25	21	planting	planting	NOUN
fcis-24300	25	22	area	area	NOUN
fcis-24300	25	23	.	.	PUNCT
fcis-24300	26	1	specifically	specifically	ADV
fcis-24300	26	2	,	,	PUNCT
fcis-24300	26	3	sensor	sensor	NOUN
fcis-24300	26	4	types	type	NOUN
fcis-24300	26	5	include	include	VERB
fcis-24300	26	6	:	:	PUNCT
fcis-24300	26	7	soil	soil	NOUN
fcis-24300	26	8	moisture	moisture	NOUN
fcis-24300	26	9	sensor	sensor	NOUN
fcis-24300	26	10	:	:	PUNCT
fcis-24300	26	11	used	use	VERB
fcis-24300	26	12	to	to	PART
fcis-24300	26	13	monitor	monitor	VERB
fcis-24300	26	14	the	the	DET
fcis-24300	26	15	moisture	moisture	NOUN
fcis-24300	26	16	content	content	NOUN
fcis-24300	26	17	in	in	ADP
fcis-24300	26	18	the	the	DET
fcis-24300	26	19	soil	soil	NOUN
fcis-24300	26	20	and	and	CCONJ
fcis-24300	26	21	ensure	ensure	VERB
fcis-24300	26	22	that	that	SCONJ
fcis-24300	26	23	fruits	fruit	NOUN
fcis-24300	26	24	and	and	CCONJ
fcis-24300	26	25	vegetables	vegetable	NOUN
fcis-24300	26	26	get	get	VERB
fcis-24300	26	27	proper	proper	ADJ
fcis-24300	26	28	moisture	moisture	NOUN
fcis-24300	26	29	during	during	ADP
fcis-24300	26	30	their	their	PRON
fcis-24300	26	31	growth	growth	NOUN
fcis-24300	26	32	[	[	X
fcis-24300	26	33	3	3	NUM
fcis-24300	26	34	]	]	PUNCT
fcis-24300	26	35	.	.	PUNCT
fcis-24300	27	1	soil	soil	NOUN
fcis-24300	27	2	temperature	temperature	NOUN
fcis-24300	27	3	sensor	sensor	NOUN
fcis-24300	27	4	:	:	PUNCT
fcis-24300	27	5	used	use	VERB
fcis-24300	27	6	to	to	PART
fcis-24300	27	7	measure	measure	VERB
fcis-24300	27	8	soil	soil	NOUN
fcis-24300	27	9	temperature	temperature	NOUN
fcis-24300	27	10	and	and	CCONJ
fcis-24300	27	11	ensure	ensure	VERB
fcis-24300	27	12	the	the	DET
fcis-24300	27	13	maintenance	maintenance	NOUN
fcis-24300	27	14	of	of	ADP
fcis-24300	27	15	suitable	suitable	ADJ
fcis-24300	27	16	soil	soil	NOUN
fcis-24300	27	17	temperature	temperature	NOUN
fcis-24300	27	18	in	in	ADP
fcis-24300	27	19	different	different	ADJ
fcis-24300	27	20	seasons	season	NOUN
fcis-24300	27	21	and	and	CCONJ
fcis-24300	27	22	weather	weather	NOUN
fcis-24300	27	23	conditions	condition	NOUN
fcis-24300	27	24	.	.	PUNCT
fcis-24300	28	1	air	air	NOUN
fcis-24300	28	2	humidity	humidity	NOUN
fcis-24300	28	3	and	and	CCONJ
fcis-24300	28	4	temperature	temperature	NOUN
fcis-24300	28	5	sensors	sensor	NOUN
fcis-24300	28	6	:	:	PUNCT
fcis-24300	28	7	used	use	VERB
fcis-24300	28	8	to	to	PART
fcis-24300	28	9	monitor	monitor	VERB
fcis-24300	28	10	the	the	DET
fcis-24300	28	11	humidity	humidity	NOUN
fcis-24300	28	12	and	and	CCONJ
fcis-24300	28	13	temperature	temperature	NOUN
fcis-24300	28	14	in	in	ADP
fcis-24300	28	15	the	the	DET
fcis-24300	28	16	air	air	NOUN
fcis-24300	28	17	,	,	PUNCT
fcis-24300	28	18	helping	help	VERB
fcis-24300	28	19	to	to	PART
fcis-24300	28	20	adjust	adjust	VERB
fcis-24300	28	21	water	water	NOUN
fcis-24300	28	22	and	and	CCONJ
fcis-24300	28	23	fertilizer	fertilizer	NOUN
fcis-24300	28	24	regimes	regime	NOUN
fcis-24300	28	25	to	to	PART
fcis-24300	28	26	adapt	adapt	VERB
fcis-24300	28	27	to	to	ADP
fcis-24300	28	28	environmental	environmental	ADJ
fcis-24300	28	29	changes	change	NOUN
fcis-24300	28	30	.	.	PUNCT
fcis-24300	29	1	light	light	ADJ
fcis-24300	29	2	intensity	intensity	NOUN
fcis-24300	29	3	sensor	sensor	NOUN
fcis-24300	29	4	:	:	PUNCT
fcis-24300	29	5	used	use	VERB
fcis-24300	29	6	to	to	PART
fcis-24300	29	7	monitor	monitor	VERB
fcis-24300	29	8	the	the	DET
fcis-24300	29	9	lighting	lighting	NOUN
fcis-24300	29	10	conditions	condition	NOUN
fcis-24300	29	11	to	to	PART
fcis-24300	29	12	ensure	ensure	VERB
fcis-24300	29	13	that	that	SCONJ
fcis-24300	29	14	fruits	fruit	NOUN
fcis-24300	29	15	and	and	CCONJ
fcis-24300	29	16	vegetables	vegetable	NOUN
fcis-24300	29	17	get	get	VERB
fcis-24300	29	18	sufficient	sufficient	ADJ
fcis-24300	29	19	light	light	NOUN
fcis-24300	29	20	.	.	PUNCT
fcis-24300	30	1	soil	soil	NOUN
fcis-24300	30	2	nutrient	nutrient	NOUN
fcis-24300	30	3	sensor	sensor	NOUN
fcis-24300	30	4	:	:	PUNCT
fcis-24300	30	5	used	use	VERB
fcis-24300	30	6	to	to	PART
fcis-24300	30	7	measure	measure	VERB
fcis-24300	30	8	the	the	DET
fcis-24300	30	9	concentration	concentration	NOUN
fcis-24300	30	10	of	of	ADP
fcis-24300	30	11	key	key	ADJ
fcis-24300	30	12	nutrients	nutrient	NOUN
fcis-24300	30	13	in	in	ADP
fcis-24300	30	14	the	the	DET
fcis-24300	30	15	soil	soil	NOUN
fcis-24300	30	16	,	,	PUNCT
fcis-24300	30	17	such	such	ADJ
fcis-24300	30	18	as	as	ADP
fcis-24300	30	19	nitrogen	nitrogen	NOUN
fcis-24300	30	20	,	,	PUNCT
fcis-24300	30	21	phosphorus	phosphorus	NOUN
fcis-24300	30	22	,	,	PUNCT
fcis-24300	30	23	potassium	potassium	NOUN
fcis-24300	30	24	,	,	PUNCT
fcis-24300	30	25	etc	etc	X
fcis-24300	30	26	.	.	X
fcis-24300	30	27	,	,	PUNCT
fcis-24300	30	28	ensuring	ensure	VERB
fcis-24300	30	29	the	the	DET
fcis-24300	30	30	balance	balance	NOUN
fcis-24300	30	31	of	of	ADP
fcis-24300	30	32	nutrient	nutrient	NOUN
fcis-24300	30	33	supply	supply	NOUN
fcis-24300	31	1	[	[	X
fcis-24300	31	2	4	4	X
fcis-24300	31	3	]	]	PUNCT
fcis-24300	31	4	these	these	DET
fcis-24300	31	5	data	datum	NOUN
fcis-24300	31	6	are	be	AUX
fcis-24300	31	7	transmitted	transmit	VERB
fcis-24300	31	8	to	to	ADP
fcis-24300	31	9	the	the	DET
fcis-24300	31	10	data	data	NOUN
fcis-24300	31	11	processing	processing	NOUN
fcis-24300	31	12	center	center	NOUN
fcis-24300	31	13	in	in	ADP
fcis-24300	31	14	real	real	ADJ
fcis-24300	31	15	time	time	NOUN
fcis-24300	31	16	through	through	ADP
fcis-24300	31	17	the	the	DET
fcis-24300	31	18	wireless	wireless	ADJ
fcis-24300	31	19	transmission	transmission	NOUN
fcis-24300	31	20	module	module	NOUN
fcis-24300	31	21	(	(	PUNCT
fcis-24300	31	22	lora	lora	PROPN
fcis-24300	31	23	)	)	PUNCT
fcis-24300	31	24	to	to	PART
fcis-24300	31	25	ensure	ensure	VERB
fcis-24300	31	26	the	the	DET
fcis-24300	31	27	timeliness	timeliness	NOUN
fcis-24300	31	28	and	and	CCONJ
fcis-24300	31	29	accuracy	accuracy	NOUN
fcis-24300	31	30	of	of	ADP
fcis-24300	31	31	the	the	DET
fcis-24300	31	32	data	datum	NOUN
fcis-24300	31	33	.	.	PUNCT
fcis-24300	32	1	(	(	PUNCT
fcis-24300	32	2	2	2	X
fcis-24300	32	3	)	)	PUNCT
fcis-24300	32	4	data	datum	NOUN
fcis-24300	32	5	processing	process	VERB
fcis-24300	32	6	the	the	DET
fcis-24300	32	7	data	data	NOUN
fcis-24300	32	8	processing	processing	NOUN
fcis-24300	32	9	part	part	NOUN
fcis-24300	32	10	uses	use	VERB
fcis-24300	32	11	big	big	ADJ
fcis-24300	32	12	data	datum	NOUN
fcis-24300	32	13	technology	technology	NOUN
fcis-24300	32	14	to	to	PART
fcis-24300	32	15	clean	clean	VERB
fcis-24300	32	16	,	,	PUNCT
fcis-24300	32	17	store	store	NOUN
fcis-24300	32	18	and	and	CCONJ
fcis-24300	32	19	analyze	analyze	VERB
fcis-24300	32	20	the	the	DET
fcis-24300	32	21	collected	collect	VERB
fcis-24300	32	22	data	datum	NOUN
fcis-24300	32	23	.	.	PUNCT
fcis-24300	33	1	through	through	ADP
fcis-24300	33	2	outlier	outlier	NOUN
fcis-24300	33	3	detection	detection	NOUN
fcis-24300	33	4	and	and	CCONJ
fcis-24300	33	5	missing	miss	VERB
fcis-24300	33	6	value	value	NOUN
fcis-24300	33	7	filling	fill	VERB
fcis-24300	33	8	technology	technology	NOUN
fcis-24300	33	9	,	,	PUNCT
fcis-24300	33	10	abnormal	abnormal	ADJ
fcis-24300	33	11	data	datum	NOUN
fcis-24300	33	12	and	and	CCONJ
fcis-24300	33	13	missing	miss	VERB
fcis-24300	33	14	data	datum	NOUN
fcis-24300	33	15	that	that	PRON
fcis-24300	33	16	do	do	AUX
fcis-24300	33	17	not	not	PART
fcis-24300	33	18	conform	conform	VERB
fcis-24300	33	19	to	to	ADP
fcis-24300	33	20	the	the	DET
fcis-24300	33	21	actual	actual	ADJ
fcis-24300	33	22	situation	situation	NOUN
fcis-24300	33	23	are	be	AUX
fcis-24300	33	24	removed	remove	VERB
fcis-24300	33	25	or	or	CCONJ
fcis-24300	33	26	corrected	correct	VERB
fcis-24300	33	27	to	to	PART
fcis-24300	33	28	ensure	ensure	VERB
fcis-24300	33	29	the	the	DET
fcis-24300	33	30	accuracy	accuracy	NOUN
fcis-24300	33	31	and	and	CCONJ
fcis-24300	33	32	integrity	integrity	NOUN
fcis-24300	33	33	of	of	ADP
fcis-24300	33	34	data	data	PROPN
fcis-24300	33	35	.	.	PUNCT
fcis-24300	34	1	cloud	cloud	NOUN
fcis-24300	34	2	database	database	NOUN
fcis-24300	34	3	(	(	PUNCT
fcis-24300	34	4	azure	azure	NOUN
fcis-24300	34	5	cosmosdb	cosmosdb	NOUN
fcis-24300	34	6	)	)	PUNCT
fcis-24300	34	7	is	be	AUX
fcis-24300	34	8	used	use	VERB
fcis-24300	34	9	to	to	PART
fcis-24300	34	10	store	store	VERB
fcis-24300	34	11	massive	massive	ADJ
fcis-24300	34	12	amounts	amount	NOUN
fcis-24300	34	13	of	of	ADP
fcis-24300	34	14	cleaned	clean	VERB
fcis-24300	34	15	data	datum	NOUN
fcis-24300	34	16	to	to	PART
fcis-24300	34	17	ensure	ensure	VERB
fcis-24300	34	18	data	datum	NOUN
fcis-24300	34	19	security	security	NOUN
fcis-24300	34	20	and	and	CCONJ
fcis-24300	34	21	accessibility	accessibility	NOUN
fcis-24300	34	22	[	[	X
fcis-24300	34	23	5	5	NUM
fcis-24300	34	24	]	]	PUNCT
fcis-24300	34	25	.	.	PUNCT
fcis-24300	35	1	data	datum	NOUN
fcis-24300	35	2	mining	mining	NOUN
fcis-24300	35	3	and	and	CCONJ
fcis-24300	35	4	statistical	statistical	ADJ
fcis-24300	35	5	analysis	analysis	NOUN
fcis-24300	35	6	techniques	technique	NOUN
fcis-24300	35	7	(	(	PUNCT
fcis-24300	35	8	such	such	ADJ
fcis-24300	35	9	as	as	ADP
fcis-24300	35	10	time	time	NOUN
fcis-24300	35	11	series	series	PROPN
fcis-24300	35	12	analysis	analysis	NOUN
fcis-24300	35	13	,	,	PUNCT
fcis-24300	35	14	cluster	cluster	NOUN
fcis-24300	35	15	analysis	analysis	NOUN
fcis-24300	35	16	and	and	CCONJ
fcis-24300	35	17	correlation	correlation	NOUN
fcis-24300	35	18	analysis	analysis	NOUN
fcis-24300	35	19	)	)	PUNCT
fcis-24300	35	20	are	be	AUX
fcis-24300	35	21	used	use	VERB
fcis-24300	35	22	to	to	PART
fcis-24300	35	23	deeply	deeply	ADV
fcis-24300	35	24	analyze	analyze	VERB
fcis-24300	35	25	the	the	DET
fcis-24300	35	26	data	datum	NOUN
fcis-24300	35	27	,	,	PUNCT
fcis-24300	35	28	extract	extract	VERB
fcis-24300	35	29	useful	useful	ADJ
fcis-24300	35	30	information	information	NOUN
fcis-24300	35	31	and	and	CCONJ
fcis-24300	35	32	patterns	pattern	NOUN
fcis-24300	35	33	,	,	PUNCT
fcis-24300	35	34	and	and	CCONJ
fcis-24300	35	35	provide	provide	VERB
fcis-24300	35	36	support	support	NOUN
fcis-24300	35	37	for	for	ADP
fcis-24300	35	38	decision	decision	NOUN
fcis-24300	35	39	-	-	PUNCT
fcis-24300	35	40	making	making	NOUN
fcis-24300	35	41	.	.	PUNCT
fcis-24300	36	1	(	(	PUNCT
fcis-24300	36	2	3	3	X
fcis-24300	36	3	)	)	PUNCT
fcis-24300	36	4	decision	decision	NOUN
fcis-24300	36	5	algorithm	algorithm	NOUN
fcis-24300	36	6	decision	decision	NOUN
fcis-24300	36	7	algorithm	algorithm	NOUN
fcis-24300	36	8	is	be	AUX
fcis-24300	36	9	the	the	DET
fcis-24300	36	10	core	core	NOUN
fcis-24300	36	11	of	of	ADP
fcis-24300	36	12	intelligent	intelligent	ADJ
fcis-24300	36	13	water	water	NOUN
fcis-24300	36	14	and	and	CCONJ
fcis-24300	36	15	fertilizer	fertilizer	NOUN
fcis-24300	36	16	decision	decision	NOUN
fcis-24300	36	17	support	support	NOUN
fcis-24300	36	18	system	system	NOUN
fcis-24300	36	19	.	.	PUNCT
fcis-24300	37	1	based	base	VERB
fcis-24300	37	2	on	on	ADP
fcis-24300	37	3	the	the	DET
fcis-24300	37	4	collected	collect	VERB
fcis-24300	37	5	environmental	environmental	ADJ
fcis-24300	37	6	data	datum	NOUN
fcis-24300	37	7	,	,	PUNCT
fcis-24300	37	8	machine	machine	NOUN
fcis-24300	37	9	learning	learning	NOUN
fcis-24300	37	10	and	and	CCONJ
fcis-24300	37	11	deep	deep	ADJ
fcis-24300	37	12	learning	learning	NOUN
fcis-24300	37	13	algorithms	algorithm	NOUN
fcis-24300	37	14	are	be	AUX
fcis-24300	37	15	used	use	VERB
fcis-24300	37	16	for	for	ADP
fcis-24300	37	17	analysis	analysis	NOUN
fcis-24300	37	18	and	and	CCONJ
fcis-24300	37	19	prediction	prediction	NOUN
fcis-24300	37	20	.	.	PUNCT
fcis-24300	38	1	decision	decision	NOUN
fcis-24300	38	2	tree	tree	NOUN
fcis-24300	38	3	,	,	PUNCT
fcis-24300	38	4	which	which	PRON
fcis-24300	38	5	represents	represent	VERB
fcis-24300	38	6	the	the	DET
fcis-24300	38	7	decision	decision	NOUN
fcis-24300	38	8	process	process	NOUN
fcis-24300	38	9	through	through	ADP
fcis-24300	38	10	a	a	DET
fcis-24300	38	11	tree	tree	NOUN
fcis-24300	38	12	-	-	PUNCT
fcis-24300	38	13	like	like	ADJ
fcis-24300	38	14	structure	structure	NOUN
fcis-24300	38	15	,	,	PUNCT
fcis-24300	38	16	is	be	AUX
fcis-24300	38	17	simple	simple	ADJ
fcis-24300	38	18	and	and	CCONJ
fcis-24300	38	19	easy	easy	ADJ
fcis-24300	38	20	to	to	PART
fcis-24300	38	21	understand	understand	VERB
fcis-24300	38	22	,	,	PUNCT
fcis-24300	38	23	and	and	CCONJ
fcis-24300	38	24	is	be	AUX
fcis-24300	38	25	suitable	suitable	ADJ
fcis-24300	38	26	for	for	ADP
fcis-24300	38	27	dealing	deal	VERB
fcis-24300	38	28	with	with	ADP
fcis-24300	38	29	classification	classification	NOUN
fcis-24300	38	30	and	and	CCONJ
fcis-24300	38	31	regression	regression	NOUN
fcis-24300	38	32	problems	problem	NOUN
fcis-24300	38	33	.	.	PUNCT
fcis-24300	39	1	random	random	ADJ
fcis-24300	39	2	forest	forest	NOUN
fcis-24300	39	3	,	,	PUNCT
fcis-24300	39	4	by	by	ADP
fcis-24300	39	5	constructing	construct	VERB
fcis-24300	39	6	multiple	multiple	ADJ
fcis-24300	39	7	decision	decision	NOUN
fcis-24300	39	8	trees	tree	NOUN
fcis-24300	39	9	and	and	CCONJ
fcis-24300	39	10	taking	take	VERB
fcis-24300	39	11	their	their	PRON
fcis-24300	39	12	average	average	ADJ
fcis-24300	39	13	value	value	NOUN
fcis-24300	39	14	,	,	PUNCT
fcis-24300	39	15	reduces	reduce	VERB
fcis-24300	39	16	overfitting	overfitte	VERB
fcis-24300	39	17	and	and	CCONJ
fcis-24300	39	18	improves	improve	VERB
fcis-24300	39	19	the	the	DET
fcis-24300	39	20	generalization	generalization	NOUN
fcis-24300	39	21	ability	ability	NOUN
fcis-24300	39	22	of	of	ADP
fcis-24300	39	23	the	the	DET
fcis-24300	39	24	model	model	NOUN
fcis-24300	39	25	.	.	PUNCT
fcis-24300	40	1	neural	neural	ADJ
fcis-24300	40	2	network	network	NOUN
fcis-24300	40	3	,	,	PUNCT
fcis-24300	40	4	which	which	PRON
fcis-24300	40	5	uses	use	VERB
fcis-24300	40	6	multi	multi	ADJ
fcis-24300	40	7	-	-	ADJ
fcis-24300	40	8	layer	layer	ADJ
fcis-24300	40	9	neurons	neuron	NOUN
fcis-24300	40	10	for	for	ADP
fcis-24300	40	11	nonlinear	nonlinear	ADJ
fcis-24300	40	12	mapping	mapping	NOUN
fcis-24300	40	13	,	,	PUNCT
fcis-24300	40	14	is	be	AUX
fcis-24300	40	15	suitable	suitable	ADJ
fcis-24300	40	16	for	for	ADP
fcis-24300	40	17	dealing	deal	VERB
fcis-24300	40	18	with	with	ADP
fcis-24300	40	19	complex	complex	ADJ
fcis-24300	40	20	nonlinear	nonlinear	ADJ
fcis-24300	40	21	relationships	relationship	NOUN
fcis-24300	40	22	,	,	PUNCT
fcis-24300	40	23	especially	especially	ADV
fcis-24300	40	24	for	for	ADP
fcis-24300	40	25	excellent	excellent	ADJ
fcis-24300	40	26	performance	performance	NOUN
fcis-24300	40	27	on	on	ADP
fcis-24300	40	28	large	large	ADJ
fcis-24300	40	29	data	datum	NOUN
fcis-24300	40	30	sets	set	NOUN
fcis-24300	40	31	.	.	PUNCT
fcis-24300	41	1	deep	deep	ADJ
fcis-24300	41	2	learning	learn	VERB
fcis-24300	41	3	algorithms	algorithm	NOUN
fcis-24300	41	4	(	(	PUNCT
fcis-24300	41	5	such	such	ADJ
fcis-24300	41	6	as	as	ADP
fcis-24300	41	7	convolutional	convolutional	ADJ
fcis-24300	41	8	neural	neural	ADJ
fcis-24300	41	9	network	network	NOUN
fcis-24300	41	10	cnn	cnn	PROPN
fcis-24300	41	11	and	and	CCONJ
fcis-24300	41	12	recurrent	recurrent	ADJ
fcis-24300	41	13	neural	neural	ADJ
fcis-24300	41	14	network	network	NOUN
fcis-24300	41	15	rnn	rnn	PROPN
fcis-24300	41	16	)	)	PUNCT
fcis-24300	41	17	,	,	PUNCT
fcis-24300	41	18	capable	capable	ADJ
fcis-24300	41	19	of	of	ADP
fcis-24300	41	20	processing	processing	NOUN
fcis-24300	41	21	complex	complex	ADJ
fcis-24300	41	22	spatiotemporal	spatiotemporal	ADJ
fcis-24300	41	23	data	datum	NOUN
fcis-24300	41	24	,	,	PUNCT
fcis-24300	41	25	are	be	AUX
fcis-24300	41	26	suitable	suitable	ADJ
fcis-24300	41	27	for	for	ADP
fcis-24300	41	28	image	image	NOUN
fcis-24300	41	29	recognition	recognition	NOUN
fcis-24300	41	30	and	and	CCONJ
fcis-24300	41	31	time	time	NOUN
fcis-24300	41	32	series	series	PROPN
fcis-24300	41	33	prediction	prediction	PROPN
fcis-24300	41	34	.	.	PUNCT
fcis-24300	42	1	through	through	ADP
fcis-24300	42	2	the	the	DET
fcis-24300	42	3	learning	learning	NOUN
fcis-24300	42	4	of	of	ADP
fcis-24300	42	5	historical	historical	ADJ
fcis-24300	42	6	data	datum	NOUN
fcis-24300	42	7	,	,	PUNCT
fcis-24300	42	8	the	the	DET
fcis-24300	42	9	model	model	NOUN
fcis-24300	42	10	can	can	AUX
fcis-24300	42	11	predict	predict	VERB
fcis-24300	42	12	the	the	DET
fcis-24300	42	13	water	water	NOUN
fcis-24300	42	14	and	and	CCONJ
fcis-24300	42	15	fertilizer	fertilizer	NOUN
fcis-24300	42	16	demand	demand	NOUN
fcis-24300	42	17	in	in	ADP
fcis-24300	42	18	the	the	DET
fcis-24300	42	19	future	future	NOUN
fcis-24300	42	20	,	,	PUNCT
fcis-24300	42	21	and	and	CCONJ
fcis-24300	42	22	generate	generate	VERB
fcis-24300	42	23	the	the	DET
fcis-24300	42	24	optimal	optimal	ADJ
fcis-24300	42	25	water	water	NOUN
fcis-24300	42	26	and	and	CCONJ
fcis-24300	42	27	fertilizer	fertilizer	NOUN
fcis-24300	42	28	management	management	NOUN
fcis-24300	42	29	plan	plan	NOUN
fcis-24300	42	30	according	accord	VERB
fcis-24300	42	31	to	to	ADP
fcis-24300	42	32	the	the	DET
fcis-24300	42	33	growth	growth	NOUN
fcis-24300	42	34	stage	stage	NOUN
fcis-24300	42	35	and	and	CCONJ
fcis-24300	42	36	specific	specific	ADJ
fcis-24300	42	37	needs	need	NOUN
fcis-24300	42	38	of	of	ADP
fcis-24300	42	39	fruits	fruit	NOUN
fcis-24300	42	40	and	and	CCONJ
fcis-24300	42	41	vegetables	vegetable	NOUN
fcis-24300	42	42	.	.	PUNCT
fcis-24300	43	1	2.2	2.2	NUM
fcis-24300	43	2	.	.	PUNCT
fcis-24300	43	3	application	application	NOUN
fcis-24300	43	4	of	of	ADP
fcis-24300	43	5	visual	visual	ADJ
fcis-24300	43	6	recognition	recognition	NOUN
fcis-24300	43	7	technology	technology	NOUN
fcis-24300	43	8	in	in	ADP
fcis-24300	43	9	water	water	NOUN
fcis-24300	43	10	and	and	CCONJ
fcis-24300	43	11	fertilizer	fertilizer	NOUN
fcis-24300	43	12	management	management	NOUN
fcis-24300	43	13	visual	visual	ADJ
fcis-24300	43	14	recognition	recognition	NOUN
fcis-24300	43	15	technology	technology	NOUN
fcis-24300	43	16	is	be	AUX
fcis-24300	43	17	mainly	mainly	ADV
fcis-24300	43	18	used	use	VERB
fcis-24300	43	19	in	in	ADP
fcis-24300	43	20	this	this	DET
fcis-24300	43	21	system	system	NOUN
fcis-24300	43	22	to	to	PART
fcis-24300	43	23	monitor	monitor	VERB
fcis-24300	43	24	the	the	DET
fcis-24300	43	25	growth	growth	NOUN
fcis-24300	43	26	state	state	NOUN
fcis-24300	43	27	of	of	ADP
fcis-24300	43	28	fruits	fruit	NOUN
fcis-24300	43	29	and	and	CCONJ
fcis-24300	43	30	vegetables	vegetable	NOUN
fcis-24300	43	31	,	,	PUNCT
fcis-24300	43	32	identify	identify	VERB
fcis-24300	43	33	pests	pest	NOUN
fcis-24300	43	34	and	and	CCONJ
fcis-24300	43	35	diseases	disease	NOUN
fcis-24300	43	36	,	,	PUNCT
fcis-24300	43	37	and	and	CCONJ
fcis-24300	43	38	further	far	ADV
fcis-24300	43	39	optimize	optimize	VERB
fcis-24300	43	40	water	water	NOUN
fcis-24300	43	41	and	and	CCONJ
fcis-24300	43	42	fertilizer	fertilizer	NOUN
fcis-24300	43	43	management	management	NOUN
fcis-24300	43	44	.	.	PUNCT
fcis-24300	44	1	(	(	PUNCT
fcis-24300	44	2	1	1	X
fcis-24300	44	3	)	)	PUNCT
fcis-24300	44	4	image	image	NOUN
fcis-24300	44	5	acquisition	acquisition	NOUN
fcis-24300	44	6	the	the	DET
fcis-24300	44	7	image	image	NOUN
fcis-24300	44	8	acquisition	acquisition	NOUN
fcis-24300	44	9	part	part	NOUN
fcis-24300	44	10	is	be	AUX
fcis-24300	44	11	carefully	carefully	ADV
fcis-24300	44	12	designed	design	VERB
fcis-24300	44	13	,	,	PUNCT
fcis-24300	44	14	and	and	CCONJ
fcis-24300	44	15	the	the	DET
fcis-24300	44	16	regular	regular	ADJ
fcis-24300	44	17	image	image	NOUN
fcis-24300	44	18	capture	capture	NOUN
fcis-24300	44	19	of	of	ADP
fcis-24300	44	20	the	the	DET
fcis-24300	44	21	growth	growth	NOUN
fcis-24300	44	22	process	process	NOUN
fcis-24300	44	23	of	of	ADP
fcis-24300	44	24	fruits	fruit	NOUN
fcis-24300	44	25	and	and	CCONJ
fcis-24300	44	26	vegetables	vegetable	NOUN
fcis-24300	44	27	is	be	AUX
fcis-24300	44	28	realized	realize	VERB
fcis-24300	44	29	through	through	ADP
fcis-24300	44	30	the	the	DET
fcis-24300	44	31	high	high	ADJ
fcis-24300	44	32	-	-	PUNCT
fcis-24300	44	33	definition	definition	NOUN
fcis-24300	44	34	cameras	camera	NOUN
fcis-24300	44	35	carefully	carefully	ADV
fcis-24300	44	36	arranged	arrange	VERB
fcis-24300	44	37	in	in	ADP
fcis-24300	44	38	the	the	DET
fcis-24300	44	39	fruit	fruit	NOUN
fcis-24300	44	40	and	and	CCONJ
fcis-24300	44	41	vegetable	vegetable	NOUN
fcis-24300	44	42	planting	planting	NOUN
fcis-24300	44	43	area	area	NOUN
fcis-24300	44	44	.	.	PUNCT
fcis-24300	45	1	the	the	DET
fcis-24300	45	2	position	position	NOUN
fcis-24300	45	3	of	of	ADP
fcis-24300	45	4	the	the	DET
fcis-24300	45	5	camera	camera	NOUN
fcis-24300	45	6	is	be	AUX
fcis-24300	45	7	scientifically	scientifically	ADV
fcis-24300	45	8	arranged	arrange	VERB
fcis-24300	45	9	according	accord	VERB
fcis-24300	45	10	to	to	ADP
fcis-24300	45	11	the	the	DET
fcis-24300	45	12	size	size	NOUN
fcis-24300	45	13	and	and	CCONJ
fcis-24300	45	14	layout	layout	NOUN
fcis-24300	45	15	of	of	ADP
fcis-24300	45	16	the	the	DET
fcis-24300	45	17	planting	planting	NOUN
fcis-24300	45	18	area	area	NOUN
fcis-24300	45	19	to	to	PART
fcis-24300	45	20	ensure	ensure	VERB
fcis-24300	45	21	all	all	DET
fcis-24300	45	22	-	-	PUNCT
fcis-24300	45	23	round	round	NOUN
fcis-24300	45	24	coverage	coverage	NOUN
fcis-24300	45	25	and	and	CCONJ
fcis-24300	45	26	no	no	DET
fcis-24300	45	27	blind	blind	ADJ
fcis-24300	45	28	spots	spot	NOUN
fcis-24300	45	29	,	,	PUNCT
fcis-24300	45	30	so	so	SCONJ
fcis-24300	45	31	as	as	SCONJ
fcis-24300	45	32	to	to	PART
fcis-24300	45	33	comprehensively	comprehensively	ADV
fcis-24300	45	34	record	record	VERB
fcis-24300	45	35	the	the	DET
fcis-24300	45	36	growth	growth	NOUN
fcis-24300	45	37	status	status	NOUN
fcis-24300	45	38	of	of	ADP
fcis-24300	45	39	fruits	fruit	NOUN
fcis-24300	45	40	and	and	CCONJ
fcis-24300	45	41	vegetables	vegetable	NOUN
fcis-24300	45	42	.	.	PUNCT
fcis-24300	46	1	according	accord	VERB
fcis-24300	46	2	to	to	ADP
fcis-24300	46	3	the	the	DET
fcis-24300	46	4	different	different	ADJ
fcis-24300	46	5	stages	stage	NOUN
fcis-24300	46	6	of	of	ADP
fcis-24300	46	7	fruit	fruit	NOUN
fcis-24300	46	8	and	and	CCONJ
fcis-24300	46	9	vegetable	vegetable	NOUN
fcis-24300	46	10	growth	growth	NOUN
fcis-24300	46	11	cycle	cycle	NOUN
fcis-24300	46	12	and	and	CCONJ
fcis-24300	46	13	the	the	DET
fcis-24300	46	14	specific	specific	ADJ
fcis-24300	46	15	monitoring	monitoring	NOUN
fcis-24300	46	16	needs	need	NOUN
fcis-24300	46	17	,	,	PUNCT
fcis-24300	46	18	the	the	DET
fcis-24300	46	19	image	image	NOUN
fcis-24300	46	20	acquisition	acquisition	NOUN
fcis-24300	46	21	frequency	frequency	NOUN
fcis-24300	46	22	is	be	AUX
fcis-24300	46	23	flexibly	flexibly	ADV
fcis-24300	46	24	set	set	VERB
fcis-24300	46	25	,	,	PUNCT
fcis-24300	46	26	which	which	PRON
fcis-24300	46	27	not	not	PART
fcis-24300	46	28	only	only	ADV
fcis-24300	46	29	ensures	ensure	VERB
fcis-24300	46	30	the	the	DET
fcis-24300	46	31	timeliness	timeliness	NOUN
fcis-24300	46	32	of	of	ADP
fcis-24300	46	33	data	datum	NOUN
fcis-24300	46	34	,	,	PUNCT
fcis-24300	46	35	but	but	CCONJ
fcis-24300	46	36	also	also	ADV
fcis-24300	46	37	completely	completely	ADV
fcis-24300	46	38	retains	retain	VERB
fcis-24300	46	39	the	the	DET
fcis-24300	46	40	key	key	ADJ
fcis-24300	46	41	information	information	NOUN
fcis-24300	46	42	in	in	ADP
fcis-24300	46	43	the	the	DET
fcis-24300	46	44	fruit	fruit	NOUN
fcis-24300	46	45	and	and	CCONJ
fcis-24300	46	46	vegetable	vegetable	NOUN
fcis-24300	46	47	growth	growth	NOUN
fcis-24300	46	48	process	process	NOUN
fcis-24300	46	49	[	[	X
fcis-24300	46	50	6	6	NUM
fcis-24300	46	51	]	]	PUNCT
fcis-24300	46	52	.	.	PUNCT
fcis-24300	47	1	these	these	DET
fcis-24300	47	2	image	image	NOUN
fcis-24300	47	3	data	datum	NOUN
fcis-24300	47	4	are	be	AUX
fcis-24300	47	5	then	then	ADV
fcis-24300	47	6	transmitted	transmit	VERB
fcis-24300	47	7	to	to	ADP
fcis-24300	47	8	the	the	DET
fcis-24300	47	9	processing	processing	NOUN
fcis-24300	47	10	through	through	ADP
fcis-24300	47	11	the	the	DET
fcis-24300	47	12	network	network	NOUN
fcis-24300	47	13	to	to	PART
fcis-24300	47	14	provide	provide	VERB
fcis-24300	47	15	a	a	DET
fcis-24300	47	16	solid	solid	ADJ
fcis-24300	47	17	foundation	foundation	NOUN
fcis-24300	47	18	for	for	ADP
fcis-24300	47	19	subsequent	subsequent	ADJ
fcis-24300	47	20	analysis	analysis	NOUN
fcis-24300	47	21	and	and	CCONJ
fcis-24300	47	22	management	management	NOUN
fcis-24300	47	23	.	.	PUNCT
fcis-24300	48	1	(	(	PUNCT
fcis-24300	48	2	2	2	X
fcis-24300	48	3	)	)	PUNCT
fcis-24300	48	4	image	image	NOUN
fcis-24300	48	5	processing	processing	NOUN
fcis-24300	48	6	image	image	NOUN
fcis-24300	48	7	processing	processing	NOUN
fcis-24300	48	8	is	be	AUX
fcis-24300	48	9	a	a	DET
fcis-24300	48	10	key	key	ADJ
fcis-24300	48	11	step	step	NOUN
fcis-24300	48	12	to	to	PART
fcis-24300	48	13	ensure	ensure	VERB
fcis-24300	48	14	that	that	SCONJ
fcis-24300	48	15	the	the	DET
fcis-24300	48	16	collected	collect	VERB
fcis-24300	48	17	fruit	fruit	NOUN
fcis-24300	48	18	and	and	CCONJ
fcis-24300	48	19	vegetable	vegetable	NOUN
fcis-24300	48	20	images	image	NOUN
fcis-24300	48	21	can	can	AUX
fcis-24300	48	22	be	be	AUX
fcis-24300	48	23	accurately	accurately	ADV
fcis-24300	48	24	used	use	VERB
fcis-24300	48	25	for	for	ADP
fcis-24300	48	26	subsequent	subsequent	ADJ
fcis-24300	48	27	analysis	analysis	NOUN
fcis-24300	48	28	.	.	PUNCT
fcis-24300	49	1	a	a	DET
fcis-24300	49	2	variety	variety	NOUN
fcis-24300	49	3	of	of	ADP
fcis-24300	49	4	image	image	NOUN
fcis-24300	49	5	processing	processing	NOUN
fcis-24300	49	6	algorithms	algorithm	NOUN
fcis-24300	49	7	are	be	AUX
fcis-24300	49	8	used	use	VERB
fcis-24300	49	9	to	to	PART
fcis-24300	49	10	carefully	carefully	ADV
fcis-24300	49	11	preprocess	preprocess	VERB
fcis-24300	49	12	the	the	DET
fcis-24300	49	13	original	original	ADJ
fcis-24300	49	14	image	image	NOUN
fcis-24300	49	15	,	,	PUNCT
fcis-24300	49	16	and	and	CCONJ
fcis-24300	49	17	the	the	DET
fcis-24300	49	18	noise	noise	NOUN
fcis-24300	49	19	interference	interference	NOUN
fcis-24300	49	20	in	in	ADP
fcis-24300	49	21	the	the	DET
fcis-24300	49	22	image	image	NOUN
fcis-24300	49	23	is	be	AUX
fcis-24300	49	24	effectively	effectively	ADV
fcis-24300	49	25	removed	remove	VERB
fcis-24300	49	26	by	by	ADP
fcis-24300	49	27	filtering	filter	VERB
fcis-24300	49	28	techniques	technique	NOUN
fcis-24300	49	29	such	such	ADJ
fcis-24300	49	30	as	as	ADP
fcis-24300	49	31	gaussian	gaussian	ADJ
fcis-24300	49	32	filtering	filtering	NOUN
fcis-24300	49	33	and	and	CCONJ
fcis-24300	49	34	median	median	ADJ
fcis-24300	49	35	filtering	filtering	NOUN
fcis-24300	49	36	,	,	PUNCT
fcis-24300	49	37	which	which	PRON
fcis-24300	49	38	significantly	significantly	ADV
fcis-24300	49	39	improves	improve	VERB
fcis-24300	49	40	the	the	DET
fcis-24300	49	41	image	image	NOUN
fcis-24300	49	42	quality	quality	NOUN
fcis-24300	49	43	.	.	PUNCT
fcis-24300	50	1	advanced	advanced	ADJ
fcis-24300	50	2	segmentation	segmentation	NOUN
fcis-24300	50	3	algorithms	algorithm	NOUN
fcis-24300	50	4	such	such	ADJ
fcis-24300	50	5	as	as	ADP
fcis-24300	50	6	threshold	threshold	NOUN
fcis-24300	50	7	segmentation	segmentation	NOUN
fcis-24300	50	8	,	,	PUNCT
fcis-24300	50	9	region	region	NOUN
fcis-24300	50	10	growth	growth	NOUN
fcis-24300	50	11	or	or	CCONJ
fcis-24300	50	12	edge	edge	NOUN
fcis-24300	50	13	detection	detection	NOUN
fcis-24300	50	14	are	be	AUX
fcis-24300	50	15	used	use	VERB
fcis-24300	50	16	to	to	PART
fcis-24300	50	17	accurately	accurately	ADV
fcis-24300	50	18	separate	separate	VERB
fcis-24300	50	19	the	the	DET
fcis-24300	50	20	fruit	fruit	NOUN
fcis-24300	50	21	and	and	CCONJ
fcis-24300	50	22	vegetable	vegetable	NOUN
fcis-24300	50	23	subjects	subject	NOUN
fcis-24300	50	24	from	from	ADP
fcis-24300	50	25	the	the	DET
fcis-24300	50	26	complex	complex	ADJ
fcis-24300	50	27	background	background	NOUN
fcis-24300	50	28	and	and	CCONJ
fcis-24300	50	29	extract	extract	VERB
fcis-24300	50	30	the	the	DET
fcis-24300	50	31	region	region	NOUN
fcis-24300	50	32	of	of	ADP
fcis-24300	50	33	interest	interest	NOUN
fcis-24300	50	34	(	(	PUNCT
fcis-24300	50	35	roi	roi	NOUN
fcis-24300	50	36	)	)	PUNCT
fcis-24300	50	37	that	that	PRON
fcis-24300	50	38	is	be	AUX
fcis-24300	50	39	crucial	crucial	ADJ
fcis-24300	50	40	for	for	ADP
fcis-24300	50	41	analysis	analysis	NOUN
fcis-24300	50	42	.	.	PUNCT
fcis-24300	51	1	after	after	SCONJ
fcis-24300	51	2	this	this	DET
fcis-24300	51	3	series	series	NOUN
fcis-24300	51	4	of	of	ADP
fcis-24300	51	5	preprocessing	preprocesse	VERB
fcis-24300	51	6	operations	operation	NOUN
fcis-24300	51	7	are	be	AUX
fcis-24300	51	8	completed	complete	VERB
fcis-24300	51	9	,	,	PUNCT
fcis-24300	51	10	the	the	DET
fcis-24300	51	11	optimized	optimize	VERB
fcis-24300	51	12	images	image	NOUN
fcis-24300	51	13	are	be	AUX
fcis-24300	51	14	sent	send	VERB
fcis-24300	51	15	to	to	ADP
fcis-24300	51	16	the	the	DET
fcis-24300	51	17	visual	visual	ADJ
fcis-24300	51	18	recognition	recognition	NOUN
fcis-24300	51	19	model	model	NOUN
fcis-24300	51	20	for	for	ADP
fcis-24300	51	21	more	more	ADJ
fcis-24300	51	22	in	in	ADP
fcis-24300	51	23	-	-	PUNCT
fcis-24300	51	24	depth	depth	NOUN
fcis-24300	51	25	analysis	analysis	NOUN
fcis-24300	51	26	and	and	CCONJ
fcis-24300	51	27	recognition	recognition	NOUN
fcis-24300	51	28	.	.	PUNCT
fcis-24300	52	1	(	(	PUNCT
fcis-24300	52	2	3	3	X
fcis-24300	52	3	)	)	PUNCT
fcis-24300	52	4	visual	visual	ADJ
fcis-24300	52	5	recognition	recognition	NOUN
fcis-24300	52	6	model	model	VERB
fcis-24300	52	7	the	the	DET
fcis-24300	52	8	visual	visual	ADJ
fcis-24300	52	9	recognition	recognition	NOUN
fcis-24300	52	10	model	model	NOUN
fcis-24300	52	11	is	be	AUX
fcis-24300	52	12	the	the	DET
fcis-24300	52	13	core	core	NOUN
fcis-24300	52	14	component	component	NOUN
fcis-24300	52	15	of	of	ADP
fcis-24300	52	16	this	this	DET
fcis-24300	52	17	study	study	NOUN
fcis-24300	52	18	,	,	PUNCT
fcis-24300	52	19	and	and	CCONJ
fcis-24300	52	20	its	its	PRON
fcis-24300	52	21	construction	construction	NOUN
fcis-24300	52	22	is	be	AUX
fcis-24300	52	23	based	base	VERB
fcis-24300	52	24	on	on	ADP
fcis-24300	52	25	convolutional	convolutional	ADJ
fcis-24300	52	26	neural	neural	ADJ
fcis-24300	52	27	network	network	NOUN
fcis-24300	52	28	(	(	PUNCT
fcis-24300	52	29	cnn	cnn	PROPN
fcis-24300	52	30	)	)	PUNCT
fcis-24300	52	31	.	.	PUNCT
fcis-24300	53	1	the	the	DET
fcis-24300	53	2	establishment	establishment	NOUN
fcis-24300	53	3	begins	begin	VERB
fcis-24300	53	4	with	with	ADP
fcis-24300	53	5	the	the	DET
fcis-24300	53	6	fine	fine	ADJ
fcis-24300	53	7	annotation	annotation	NOUN
fcis-24300	53	8	of	of	ADP
fcis-24300	53	9	massive	massive	ADJ
fcis-24300	53	10	image	image	NOUN
fcis-24300	53	11	data	datum	NOUN
fcis-24300	53	12	,	,	PUNCT
fcis-24300	53	13	aiming	aim	VERB
fcis-24300	53	14	to	to	PART
fcis-24300	53	15	clearly	clearly	ADV
fcis-24300	53	16	mark	mark	VERB
fcis-24300	53	17	the	the	DET
fcis-24300	53	18	growth	growth	NOUN
fcis-24300	53	19	stages	stage	NOUN
fcis-24300	53	20	of	of	ADP
fcis-24300	53	21	fruits	fruit	NOUN
fcis-24300	53	22	and	and	CCONJ
fcis-24300	53	23	vegetables	vegetable	NOUN
fcis-24300	53	24	,	,	PUNCT
fcis-24300	53	25	subtle	subtle	ADJ
fcis-24300	53	26	changes	change	NOUN
fcis-24300	53	27	in	in	ADP
fcis-24300	53	28	leaf	leaf	NOUN
fcis-24300	53	29	color	color	NOUN
fcis-24300	53	30	,	,	PUNCT
fcis-24300	53	31	and	and	CCONJ
fcis-24300	53	32	specific	specific	ADJ
fcis-24300	53	33	symptoms	symptom	NOUN
fcis-24300	53	34	of	of	ADP
fcis-24300	53	35	pests	pest	NOUN
fcis-24300	53	36	and	and	CCONJ
fcis-24300	53	37	diseases	disease	NOUN
fcis-24300	53	38	,	,	PUNCT
fcis-24300	53	39	so	so	SCONJ
fcis-24300	53	40	as	as	SCONJ
fcis-24300	53	41	to	to	PART
fcis-24300	53	42	provide	provide	VERB
fcis-24300	53	43	a	a	DET
fcis-24300	53	44	solid	solid	ADJ
fcis-24300	53	45	data	datum	NOUN
fcis-24300	53	46	foundation	foundation	NOUN
fcis-24300	53	47	for	for	ADP
fcis-24300	53	48	subsequent	subsequent	ADJ
fcis-24300	53	49	model	model	NOUN
fcis-24300	53	50	training	training	NOUN
fcis-24300	53	51	.	.	PUNCT
fcis-24300	54	1	these	these	DET
fcis-24300	54	2	labeled	label	VERB
fcis-24300	54	3	data	datum	NOUN
fcis-24300	54	4	are	be	AUX
fcis-24300	54	5	used	use	VERB
fcis-24300	54	6	to	to	PART
fcis-24300	54	7	train	train	VERB
fcis-24300	54	8	the	the	DET
fcis-24300	54	9	cnn	cnn	PROPN
fcis-24300	54	10	model	model	NOUN
fcis-24300	54	11	.	.	PUNCT
fcis-24300	55	1	through	through	ADP
fcis-24300	55	2	repeated	repeat	VERB
fcis-24300	55	3	iterations	iteration	NOUN
fcis-24300	55	4	and	and	CCONJ
fcis-24300	55	5	parameter	parameter	NOUN
fcis-24300	55	6	optimization	optimization	NOUN
fcis-24300	55	7	,	,	PUNCT
fcis-24300	55	8	the	the	DET
fcis-24300	55	9	recognition	recognition	NOUN
fcis-24300	55	10	accuracy	accuracy	NOUN
fcis-24300	55	11	and	and	CCONJ
fcis-24300	55	12	robustness	robustness	NOUN
fcis-24300	55	13	of	of	ADP
fcis-24300	55	14	the	the	DET
fcis-24300	55	15	model	model	NOUN
fcis-24300	55	16	are	be	AUX
fcis-24300	55	17	significantly	significantly	ADV
fcis-24300	55	18	improved	improve	VERB
fcis-24300	55	19	.	.	PUNCT
fcis-24300	56	1	in	in	ADP
fcis-24300	56	2	order	order	NOUN
fcis-24300	56	3	to	to	PART
fcis-24300	56	4	ensure	ensure	VERB
fcis-24300	56	5	the	the	DET
fcis-24300	56	6	effectiveness	effectiveness	NOUN
fcis-24300	56	7	of	of	ADP
fcis-24300	56	8	the	the	DET
fcis-24300	56	9	model	model	NOUN
fcis-24300	56	10	in	in	ADP
fcis-24300	56	11	practical	practical	ADJ
fcis-24300	56	12	applications	application	NOUN
fcis-24300	56	13	,	,	PUNCT
fcis-24300	56	14	cross	cross	NOUN
fcis-24300	56	15	-	-	ADJ
fcis-24300	56	16	validation	validation	ADJ
fcis-24300	56	17	and	and	CCONJ
fcis-24300	56	18	independent	independent	ADJ
fcis-24300	56	19	test	test	NOUN
fcis-24300	56	20	set	set	NOUN
fcis-24300	56	21	are	be	AUX
fcis-24300	56	22	also	also	ADV
fcis-24300	56	23	used	use	VERB
fcis-24300	56	24	to	to	PART
fcis-24300	56	25	comprehensively	comprehensively	ADV
fcis-24300	56	26	evaluate	evaluate	VERB
fcis-24300	56	27	the	the	DET
fcis-24300	56	28	performance	performance	NOUN
fcis-24300	56	29	of	of	ADP
fcis-24300	56	30	the	the	DET
fcis-24300	56	31	model	model	NOUN
fcis-24300	56	32	to	to	PART
fcis-24300	56	33	verify	verify	VERB
fcis-24300	56	34	its	its	PRON
fcis-24300	56	35	excellent	excellent	ADJ
fcis-24300	56	36	performance	performance	NOUN
fcis-24300	56	37	in	in	ADP
fcis-24300	56	38	recognition	recognition	NOUN
fcis-24300	56	39	accuracy	accuracy	NOUN
fcis-24300	56	40	and	and	CCONJ
fcis-24300	56	41	generalization	generalization	NOUN
fcis-24300	56	42	ability	ability	NOUN
fcis-24300	56	43	[	[	X
fcis-24300	56	44	7	7	NUM
fcis-24300	56	45	]	]	PUNCT
fcis-24300	56	46	.	.	PUNCT
fcis-24300	57	1	the	the	DET
fcis-24300	57	2	visual	visual	ADJ
fcis-24300	57	3	recognition	recognition	NOUN
fcis-24300	57	4	model	model	NOUN
fcis-24300	57	5	can	can	AUX
fcis-24300	57	6	accurately	accurately	ADV
fcis-24300	57	7	identify	identify	VERB
fcis-24300	57	8	the	the	DET
fcis-24300	57	9	growth	growth	NOUN
fcis-24300	57	10	status	status	NOUN
fcis-24300	57	11	,	,	PUNCT
fcis-24300	57	12	leaf	leaf	NOUN
fcis-24300	57	13	color	color	NOUN
fcis-24300	57	14	changes	change	NOUN
fcis-24300	57	15	and	and	CCONJ
fcis-24300	57	16	symptoms	symptom	NOUN
fcis-24300	57	17	of	of	ADP
fcis-24300	57	18	diseases	disease	NOUN
fcis-24300	57	19	and	and	CCONJ
fcis-24300	57	20	insect	insect	VERB
fcis-24300	57	21	pests	pest	NOUN
fcis-24300	57	22	of	of	ADP
fcis-24300	57	23	fruits	fruit	NOUN
fcis-24300	57	24	and	and	CCONJ
fcis-24300	57	25	vegetables	vegetable	NOUN
fcis-24300	57	26	.	.	PUNCT
fcis-24300	58	1	through	through	ADP
fcis-24300	58	2	in	in	ADP
fcis-24300	58	3	-	-	PUNCT
fcis-24300	58	4	depth	depth	NOUN
fcis-24300	58	5	analysis	analysis	NOUN
fcis-24300	58	6	of	of	ADP
fcis-24300	58	7	this	this	DET
fcis-24300	58	8	information	information	NOUN
fcis-24300	58	9	,	,	PUNCT
fcis-24300	58	10	the	the	DET
fcis-24300	58	11	system	system	NOUN
fcis-24300	58	12	can	can	AUX
fcis-24300	58	13	intelligently	intelligently	ADV
fcis-24300	58	14	judge	judge	VERB
fcis-24300	58	15	the	the	DET
fcis-24300	58	16	water	water	NOUN
fcis-24300	58	17	and	and	CCONJ
fcis-24300	58	18	fertilizer	fertilizer	NOUN
fcis-24300	58	19	demand	demand	NOUN
fcis-24300	58	20	and	and	CCONJ
fcis-24300	58	21	diseases	disease	NOUN
fcis-24300	58	22	and	and	CCONJ
fcis-24300	58	23	insect	insect	VERB
fcis-24300	58	24	pests	pest	NOUN
fcis-24300	58	25	of	of	ADP
fcis-24300	58	26	fruits	fruit	NOUN
fcis-24300	58	27	and	and	CCONJ
fcis-24300	58	28	vegetables	vegetable	NOUN
fcis-24300	58	29	,	,	PUNCT
fcis-24300	58	30	providing	provide	VERB
fcis-24300	58	31	72	72	NUM
fcis-24300	58	32	scientific	scientific	ADJ
fcis-24300	58	33	basis	basis	NOUN
fcis-24300	58	34	for	for	ADP
fcis-24300	58	35	accurately	accurately	ADV
fcis-24300	58	36	adjusting	adjust	VERB
fcis-24300	58	37	water	water	NOUN
fcis-24300	58	38	and	and	CCONJ
fcis-24300	58	39	fertilizer	fertilizer	NOUN
fcis-24300	58	40	management	management	NOUN
fcis-24300	58	41	plans	plan	NOUN
fcis-24300	58	42	.	.	PUNCT
fcis-24300	59	1	2.3	2.3	NUM
fcis-24300	59	2	.	.	PUNCT
fcis-24300	60	1	real	real	ADJ
fcis-24300	60	2	-	-	PUNCT
fcis-24300	60	3	time	time	NOUN
fcis-24300	60	4	monitoring	monitoring	NOUN
fcis-24300	60	5	feedback	feedback	NOUN
fcis-24300	60	6	this	this	DET
fcis-24300	60	7	system	system	NOUN
fcis-24300	60	8	integrates	integrate	VERB
fcis-24300	60	9	real	real	ADJ
fcis-24300	60	10	-	-	PUNCT
fcis-24300	60	11	time	time	NOUN
fcis-24300	60	12	monitoring	monitoring	NOUN
fcis-24300	60	13	and	and	CCONJ
fcis-24300	60	14	real	real	ADJ
fcis-24300	60	15	-	-	PUNCT
fcis-24300	60	16	time	time	NOUN
fcis-24300	60	17	feedback	feedback	NOUN
fcis-24300	60	18	mechanism	mechanism	NOUN
fcis-24300	60	19	,	,	PUNCT
fcis-24300	60	20	and	and	CCONJ
fcis-24300	60	21	uses	use	VERB
fcis-24300	60	22	advanced	advanced	ADJ
fcis-24300	60	23	visual	visual	ADJ
fcis-24300	60	24	recognition	recognition	NOUN
fcis-24300	60	25	technology	technology	NOUN
fcis-24300	60	26	to	to	PART
fcis-24300	60	27	continuously	continuously	ADV
fcis-24300	60	28	monitor	monitor	VERB
fcis-24300	60	29	the	the	DET
fcis-24300	60	30	growth	growth	NOUN
fcis-24300	60	31	state	state	NOUN
fcis-24300	60	32	of	of	ADP
fcis-24300	60	33	fruits	fruit	NOUN
fcis-24300	60	34	and	and	CCONJ
fcis-24300	60	35	vegetables	vegetable	NOUN
fcis-24300	60	36	.	.	PUNCT
fcis-24300	61	1	by	by	ADP
fcis-24300	61	2	capturing	capture	VERB
fcis-24300	61	3	images	image	NOUN
fcis-24300	61	4	in	in	ADP
fcis-24300	61	5	real	real	ADJ
fcis-24300	61	6	time	time	NOUN
fcis-24300	61	7	by	by	ADP
fcis-24300	61	8	the	the	DET
fcis-24300	61	9	camera	camera	NOUN
fcis-24300	61	10	,	,	PUNCT
fcis-24300	61	11	and	and	CCONJ
fcis-24300	61	12	relying	rely	VERB
fcis-24300	61	13	on	on	ADP
fcis-24300	61	14	the	the	DET
fcis-24300	61	15	trained	train	VERB
fcis-24300	61	16	visual	visual	ADJ
fcis-24300	61	17	recognition	recognition	NOUN
fcis-24300	61	18	model	model	NOUN
fcis-24300	61	19	for	for	ADP
fcis-24300	61	20	in	in	ADP
fcis-24300	61	21	-	-	PUNCT
fcis-24300	61	22	depth	depth	NOUN
fcis-24300	61	23	analysis	analysis	NOUN
fcis-24300	61	24	,	,	PUNCT
fcis-24300	61	25	the	the	DET
fcis-24300	61	26	system	system	NOUN
fcis-24300	61	27	can	can	AUX
fcis-24300	61	28	quickly	quickly	ADV
fcis-24300	61	29	capture	capture	VERB
fcis-24300	61	30	and	and	CCONJ
fcis-24300	61	31	identify	identify	VERB
fcis-24300	61	32	possible	possible	ADJ
fcis-24300	61	33	problems	problem	NOUN
fcis-24300	61	34	in	in	ADP
fcis-24300	61	35	the	the	DET
fcis-24300	61	36	growth	growth	NOUN
fcis-24300	61	37	process	process	NOUN
fcis-24300	61	38	of	of	ADP
fcis-24300	61	39	fruits	fruit	NOUN
fcis-24300	61	40	and	and	CCONJ
fcis-24300	61	41	vegetables	vegetable	NOUN
fcis-24300	61	42	,	,	PUNCT
fcis-24300	61	43	such	such	ADJ
fcis-24300	61	44	as	as	ADP
fcis-24300	61	45	pests	pest	NOUN
fcis-24300	61	46	and	and	CCONJ
fcis-24300	61	47	diseases	disease	NOUN
fcis-24300	61	48	,	,	PUNCT
fcis-24300	61	49	nutrition	nutrition	NOUN
fcis-24300	61	50	deficiency	deficiency	NOUN
fcis-24300	61	51	,	,	PUNCT
fcis-24300	61	52	etc	etc	X
fcis-24300	61	53	.	.	X
fcis-24300	62	1	once	once	SCONJ
fcis-24300	62	2	a	a	DET
fcis-24300	62	3	problem	problem	NOUN
fcis-24300	62	4	is	be	AUX
fcis-24300	62	5	found	find	VERB
fcis-24300	62	6	,	,	PUNCT
fcis-24300	62	7	the	the	DET
fcis-24300	62	8	system	system	NOUN
fcis-24300	62	9	automatically	automatically	ADV
fcis-24300	62	10	triggers	trigger	VERB
fcis-24300	62	11	the	the	DET
fcis-24300	62	12	feedback	feedback	NOUN
fcis-24300	62	13	process	process	NOUN
fcis-24300	62	14	and	and	CCONJ
fcis-24300	62	15	seamlessly	seamlessly	ADV
fcis-24300	62	16	connects	connect	VERB
fcis-24300	62	17	the	the	DET
fcis-24300	62	18	identification	identification	NOUN
fcis-24300	62	19	results	result	NOUN
fcis-24300	62	20	to	to	ADP
fcis-24300	62	21	the	the	DET
fcis-24300	62	22	intelligent	intelligent	ADJ
fcis-24300	62	23	water	water	NOUN
fcis-24300	62	24	and	and	CCONJ
fcis-24300	62	25	fertilizer	fertilizer	NOUN
fcis-24300	62	26	decision	decision	NOUN
fcis-24300	62	27	support	support	NOUN
fcis-24300	62	28	system	system	NOUN
fcis-24300	62	29	.	.	PUNCT
fcis-24300	63	1	the	the	DET
fcis-24300	63	2	system	system	NOUN
fcis-24300	63	3	dynamically	dynamically	ADV
fcis-24300	63	4	adjusts	adjust	VERB
fcis-24300	63	5	the	the	DET
fcis-24300	63	6	water	water	NOUN
fcis-24300	63	7	and	and	CCONJ
fcis-24300	63	8	fertilizer	fertilizer	NOUN
fcis-24300	63	9	management	management	NOUN
fcis-24300	63	10	plan	plan	NOUN
fcis-24300	63	11	according	accord	VERB
fcis-24300	63	12	to	to	ADP
fcis-24300	63	13	the	the	DET
fcis-24300	63	14	realtime	realtime	ADJ
fcis-24300	63	15	growth	growth	NOUN
fcis-24300	63	16	status	status	NOUN
fcis-24300	63	17	to	to	PART
fcis-24300	63	18	ensure	ensure	VERB
fcis-24300	63	19	the	the	DET
fcis-24300	63	20	accurate	accurate	ADJ
fcis-24300	63	21	delivery	delivery	NOUN
fcis-24300	63	22	and	and	CCONJ
fcis-24300	63	23	efficient	efficient	ADJ
fcis-24300	63	24	utilization	utilization	NOUN
fcis-24300	63	25	of	of	ADP
fcis-24300	63	26	resources	resource	NOUN
fcis-24300	63	27	.	.	PUNCT
fcis-24300	64	1	the	the	DET
fcis-24300	64	2	system	system	NOUN
fcis-24300	64	3	also	also	ADV
fcis-24300	64	4	sends	send	VERB
fcis-24300	64	5	instant	instant	ADJ
fcis-24300	64	6	notifications	notification	NOUN
fcis-24300	64	7	to	to	ADP
fcis-24300	64	8	farmers	farmer	NOUN
fcis-24300	64	9	through	through	ADP
fcis-24300	64	10	mobile	mobile	ADJ
fcis-24300	64	11	applications	application	NOUN
fcis-24300	64	12	or	or	CCONJ
fcis-24300	64	13	web	web	NOUN
fcis-24300	64	14	pages	page	NOUN
fcis-24300	64	15	,	,	PUNCT
fcis-24300	64	16	informing	inform	VERB
fcis-24300	64	17	them	they	PRON
fcis-24300	64	18	of	of	ADP
fcis-24300	64	19	abnormal	abnormal	ADJ
fcis-24300	64	20	conditions	condition	NOUN
fcis-24300	64	21	in	in	ADP
fcis-24300	64	22	fruit	fruit	NOUN
fcis-24300	64	23	and	and	CCONJ
fcis-24300	64	24	vegetable	vegetable	NOUN
fcis-24300	64	25	growth	growth	NOUN
fcis-24300	64	26	in	in	ADP
fcis-24300	64	27	detail	detail	NOUN
fcis-24300	64	28	and	and	CCONJ
fcis-24300	64	29	targeted	target	VERB
fcis-24300	64	30	operation	operation	NOUN
fcis-24300	64	31	suggestions	suggestion	NOUN
fcis-24300	64	32	.	.	PUNCT
fcis-24300	65	1	as	as	ADP
fcis-24300	65	2	a	a	DET
fcis-24300	65	3	result	result	NOUN
fcis-24300	65	4	,	,	PUNCT
fcis-24300	65	5	it	it	PRON
fcis-24300	65	6	significantly	significantly	ADV
fcis-24300	65	7	improves	improve	VERB
fcis-24300	65	8	farmers	farmer	NOUN
fcis-24300	65	9	'	'	PART
fcis-24300	65	10	response	response	NOUN
fcis-24300	65	11	speed	speed	NOUN
fcis-24300	65	12	and	and	CCONJ
fcis-24300	65	13	management	management	NOUN
fcis-24300	65	14	efficiency	efficiency	NOUN
fcis-24300	65	15	,	,	PUNCT
fcis-24300	65	16	and	and	CCONJ
fcis-24300	65	17	realizes	realize	VERB
fcis-24300	65	18	scientific	scientific	ADJ
fcis-24300	65	19	and	and	CCONJ
fcis-24300	65	20	intelligent	intelligent	ADJ
fcis-24300	65	21	management	management	NOUN
fcis-24300	65	22	of	of	ADP
fcis-24300	65	23	fruit	fruit	NOUN
fcis-24300	65	24	and	and	CCONJ
fcis-24300	65	25	vegetable	vegetable	NOUN
fcis-24300	65	26	planting	planting	NOUN
fcis-24300	65	27	.	.	PUNCT
fcis-24300	66	1	2.4	2.4	NUM
fcis-24300	66	2	.	.	PUNCT
fcis-24300	66	3	system	system	NOUN
fcis-24300	66	4	integration	integration	NOUN
fcis-24300	66	5	and	and	CCONJ
fcis-24300	66	6	test	test	NOUN
fcis-24300	66	7	system	system	NOUN
fcis-24300	66	8	integration	integration	NOUN
fcis-24300	66	9	and	and	CCONJ
fcis-24300	66	10	test	test	NOUN
fcis-24300	66	11	are	be	AUX
fcis-24300	66	12	key	key	ADJ
fcis-24300	66	13	steps	step	NOUN
fcis-24300	66	14	to	to	PART
fcis-24300	66	15	ensure	ensure	VERB
fcis-24300	66	16	that	that	SCONJ
fcis-24300	66	17	all	all	DET
fcis-24300	66	18	modules	module	NOUN
fcis-24300	66	19	work	work	VERB
fcis-24300	66	20	together	together	ADV
fcis-24300	66	21	and	and	CCONJ
fcis-24300	66	22	the	the	DET
fcis-24300	66	23	overall	overall	ADJ
fcis-24300	66	24	performance	performance	NOUN
fcis-24300	66	25	of	of	ADP
fcis-24300	66	26	the	the	DET
fcis-24300	66	27	system	system	NOUN
fcis-24300	66	28	is	be	AUX
fcis-24300	66	29	stable	stable	ADJ
fcis-24300	66	30	.	.	PUNCT
fcis-24300	67	1	(	(	PUNCT
fcis-24300	67	2	1	1	X
fcis-24300	67	3	)	)	PUNCT
fcis-24300	67	4	system	system	NOUN
fcis-24300	67	5	integration	integration	NOUN
fcis-24300	67	6	in	in	ADP
fcis-24300	67	7	the	the	DET
fcis-24300	67	8	process	process	NOUN
fcis-24300	67	9	of	of	ADP
fcis-24300	67	10	system	system	NOUN
fcis-24300	67	11	integration	integration	NOUN
fcis-24300	67	12	,	,	PUNCT
fcis-24300	67	13	we	we	PRON
fcis-24300	67	14	are	be	AUX
fcis-24300	67	15	committed	commit	VERB
fcis-24300	67	16	to	to	ADP
fcis-24300	67	17	efficiently	efficiently	ADV
fcis-24300	67	18	integrating	integrate	VERB
fcis-24300	67	19	the	the	DET
fcis-24300	67	20	intelligent	intelligent	ADJ
fcis-24300	67	21	water	water	NOUN
fcis-24300	67	22	and	and	CCONJ
fcis-24300	67	23	fertilizer	fertilizer	NOUN
fcis-24300	67	24	decision	decision	NOUN
fcis-24300	67	25	support	support	NOUN
fcis-24300	67	26	system	system	NOUN
fcis-24300	67	27	with	with	ADP
fcis-24300	67	28	the	the	DET
fcis-24300	67	29	visual	visual	ADJ
fcis-24300	67	30	recognition	recognition	NOUN
fcis-24300	67	31	module	module	NOUN
fcis-24300	67	32	.	.	PUNCT
fcis-24300	68	1	by	by	ADP
fcis-24300	68	2	designing	design	VERB
fcis-24300	68	3	standardized	standardized	ADJ
fcis-24300	68	4	interfaces	interface	NOUN
fcis-24300	68	5	and	and	CCONJ
fcis-24300	68	6	protocols	protocol	NOUN
fcis-24300	68	7	,	,	PUNCT
fcis-24300	68	8	the	the	DET
fcis-24300	68	9	seamless	seamless	ADJ
fcis-24300	68	10	connection	connection	NOUN
fcis-24300	68	11	among	among	ADP
fcis-24300	68	12	modules	module	NOUN
fcis-24300	68	13	such	such	ADJ
fcis-24300	68	14	as	as	ADP
fcis-24300	68	15	data	data	NOUN
fcis-24300	68	16	acquisition	acquisition	NOUN
fcis-24300	68	17	,	,	PUNCT
fcis-24300	68	18	processing	processing	NOUN
fcis-24300	68	19	and	and	CCONJ
fcis-24300	68	20	decision	decision	NOUN
fcis-24300	68	21	algorithm	algorithm	NOUN
fcis-24300	68	22	is	be	AUX
fcis-24300	68	23	ensured	ensure	VERB
fcis-24300	68	24	,	,	PUNCT
fcis-24300	68	25	which	which	PRON
fcis-24300	68	26	not	not	PART
fcis-24300	68	27	only	only	ADV
fcis-24300	68	28	improves	improve	VERB
fcis-24300	68	29	the	the	DET
fcis-24300	68	30	reliability	reliability	NOUN
fcis-24300	68	31	of	of	ADP
fcis-24300	68	32	data	datum	NOUN
fcis-24300	68	33	transmission	transmission	NOUN
fcis-24300	68	34	,	,	PUNCT
fcis-24300	68	35	but	but	CCONJ
fcis-24300	68	36	also	also	ADV
fcis-24300	68	37	ensures	ensure	VERB
fcis-24300	68	38	the	the	DET
fcis-24300	68	39	consistency	consistency	NOUN
fcis-24300	68	40	of	of	ADP
fcis-24300	68	41	data	datum	NOUN
fcis-24300	68	42	format	format	NOUN
fcis-24300	68	43	,	,	PUNCT
fcis-24300	68	44	laying	lay	VERB
fcis-24300	68	45	a	a	DET
fcis-24300	68	46	solid	solid	ADJ
fcis-24300	68	47	foundation	foundation	NOUN
fcis-24300	68	48	for	for	ADP
fcis-24300	68	49	the	the	DET
fcis-24300	68	50	overall	overall	ADJ
fcis-24300	68	51	operation	operation	NOUN
fcis-24300	68	52	of	of	ADP
fcis-24300	68	53	the	the	DET
fcis-24300	68	54	system	system	NOUN
fcis-24300	68	55	.	.	PUNCT
fcis-24300	69	1	the	the	DET
fcis-24300	69	2	module	module	NOUN
fcis-24300	69	3	integration	integration	NOUN
fcis-24300	69	4	work	work	NOUN
fcis-24300	69	5	was	be	AUX
fcis-24300	69	6	carried	carry	VERB
fcis-24300	69	7	out	out	ADP
fcis-24300	69	8	,	,	PUNCT
fcis-24300	69	9	and	and	CCONJ
fcis-24300	69	10	the	the	DET
fcis-24300	69	11	accurate	accurate	ADJ
fcis-24300	69	12	fruit	fruit	NOUN
fcis-24300	69	13	and	and	CCONJ
fcis-24300	69	14	vegetable	vegetable	NOUN
fcis-24300	69	15	growth	growth	NOUN
fcis-24300	69	16	status	status	NOUN
fcis-24300	69	17	information	information	NOUN
fcis-24300	69	18	extracted	extract	VERB
fcis-24300	69	19	by	by	ADP
fcis-24300	69	20	the	the	DET
fcis-24300	69	21	visual	visual	ADJ
fcis-24300	69	22	recognition	recognition	NOUN
fcis-24300	69	23	module	module	NOUN
fcis-24300	69	24	was	be	AUX
fcis-24300	69	25	seamlessly	seamlessly	ADV
fcis-24300	69	26	transmitted	transmit	VERB
fcis-24300	69	27	to	to	ADP
fcis-24300	69	28	the	the	DET
fcis-24300	69	29	decision	decision	NOUN
fcis-24300	69	30	algorithm	algorithm	NOUN
fcis-24300	69	31	module	module	NOUN
fcis-24300	69	32	through	through	ADP
fcis-24300	69	33	a	a	DET
fcis-24300	69	34	unified	unified	ADJ
fcis-24300	69	35	data	data	NOUN
fcis-24300	69	36	interface	interface	NOUN
fcis-24300	69	37	and	and	CCONJ
fcis-24300	69	38	format	format	NOUN
fcis-24300	69	39	,	,	PUNCT
fcis-24300	69	40	which	which	PRON
fcis-24300	69	41	realized	realize	VERB
fcis-24300	69	42	the	the	DET
fcis-24300	69	43	data	datum	NOUN
fcis-24300	69	44	sharing	sharing	NOUN
fcis-24300	69	45	and	and	CCONJ
fcis-24300	69	46	close	close	ADJ
fcis-24300	69	47	cooperation	cooperation	NOUN
fcis-24300	69	48	between	between	ADP
fcis-24300	69	49	modules	module	NOUN
fcis-24300	69	50	,	,	PUNCT
fcis-24300	69	51	and	and	CCONJ
fcis-24300	69	52	provided	provide	VERB
fcis-24300	69	53	strong	strong	ADJ
fcis-24300	69	54	support	support	NOUN
fcis-24300	69	55	for	for	ADP
fcis-24300	69	56	the	the	DET
fcis-24300	69	57	generation	generation	NOUN
fcis-24300	69	58	of	of	ADP
fcis-24300	69	59	intelligent	intelligent	ADJ
fcis-24300	69	60	water	water	NOUN
fcis-24300	69	61	and	and	CCONJ
fcis-24300	69	62	fertilizer	fertilizer	NOUN
fcis-24300	69	63	management	management	NOUN
fcis-24300	69	64	plan	plan	NOUN
fcis-24300	69	65	[	[	X
fcis-24300	69	66	8	8	NUM
fcis-24300	69	67	]	]	PUNCT
fcis-24300	69	68	.	.	PUNCT
fcis-24300	70	1	after	after	ADP
fcis-24300	70	2	integrating	integrate	VERB
fcis-24300	70	3	the	the	DET
fcis-24300	70	4	user	user	NOUN
fcis-24300	70	5	interface	interface	NOUN
fcis-24300	70	6	,	,	PUNCT
fcis-24300	70	7	the	the	DET
fcis-24300	70	8	processed	process	VERB
fcis-24300	70	9	data	datum	NOUN
fcis-24300	70	10	and	and	CCONJ
fcis-24300	70	11	analysis	analysis	NOUN
fcis-24300	70	12	suggestions	suggestion	NOUN
fcis-24300	70	13	are	be	AUX
fcis-24300	70	14	displayed	display	VERB
fcis-24300	70	15	to	to	ADP
fcis-24300	70	16	farmers	farmer	NOUN
fcis-24300	70	17	in	in	ADP
fcis-24300	70	18	real	real	ADJ
fcis-24300	70	19	time	time	NOUN
fcis-24300	70	20	and	and	CCONJ
fcis-24300	70	21	intuitively	intuitively	ADV
fcis-24300	70	22	,	,	PUNCT
fcis-24300	70	23	which	which	PRON
fcis-24300	70	24	greatly	greatly	ADV
fcis-24300	70	25	facilitates	facilitate	VERB
fcis-24300	70	26	their	their	PRON
fcis-24300	70	27	viewing	viewing	NOUN
fcis-24300	70	28	and	and	CCONJ
fcis-24300	70	29	operation	operation	NOUN
fcis-24300	70	30	of	of	ADP
fcis-24300	70	31	the	the	DET
fcis-24300	70	32	system	system	NOUN
fcis-24300	70	33	,	,	PUNCT
fcis-24300	70	34	and	and	CCONJ
fcis-24300	70	35	further	far	ADV
fcis-24300	70	36	improves	improve	VERB
fcis-24300	70	37	the	the	DET
fcis-24300	70	38	user	user	NOUN
fcis-24300	70	39	experience	experience	NOUN
fcis-24300	70	40	and	and	CCONJ
fcis-24300	70	41	practicability	practicability	NOUN
fcis-24300	70	42	of	of	ADP
fcis-24300	70	43	the	the	DET
fcis-24300	70	44	system	system	NOUN
fcis-24300	70	45	.	.	PUNCT
fcis-24300	71	1	(	(	PUNCT
fcis-24300	71	2	2	2	X
fcis-24300	71	3	)	)	PUNCT
fcis-24300	71	4	test	test	NOUN
fcis-24300	71	5	method	method	NOUN
fcis-24300	71	6	the	the	DET
fcis-24300	71	7	system	system	NOUN
fcis-24300	71	8	test	test	NOUN
fcis-24300	71	9	strategy	strategy	NOUN
fcis-24300	71	10	is	be	AUX
fcis-24300	71	11	rigorous	rigorous	ADJ
fcis-24300	71	12	and	and	CCONJ
fcis-24300	71	13	comprehensive	comprehensive	ADJ
fcis-24300	71	14	,	,	PUNCT
fcis-24300	71	15	covering	cover	VERB
fcis-24300	71	16	three	three	NUM
fcis-24300	71	17	key	key	ADJ
fcis-24300	71	18	links	link	NOUN
fcis-24300	71	19	:	:	PUNCT
fcis-24300	71	20	unit	unit	NOUN
fcis-24300	71	21	test	test	NOUN
fcis-24300	71	22	,	,	PUNCT
fcis-24300	71	23	integrated	integrate	VERB
fcis-24300	71	24	test	test	NOUN
fcis-24300	71	25	and	and	CCONJ
fcis-24300	71	26	system	system	NOUN
fcis-24300	71	27	test	test	NOUN
fcis-24300	71	28	.	.	PUNCT
fcis-24300	72	1	in	in	ADP
fcis-24300	72	2	the	the	DET
fcis-24300	72	3	unit	unit	NOUN
fcis-24300	72	4	test	test	NOUN
fcis-24300	72	5	stage	stage	NOUN
fcis-24300	72	6	,	,	PUNCT
fcis-24300	72	7	we	we	PRON
fcis-24300	72	8	focus	focus	VERB
fcis-24300	72	9	on	on	ADP
fcis-24300	72	10	the	the	DET
fcis-24300	72	11	detailed	detailed	ADJ
fcis-24300	72	12	inspection	inspection	NOUN
fcis-24300	72	13	of	of	ADP
fcis-24300	72	14	the	the	DET
fcis-24300	72	15	functions	function	NOUN
fcis-24300	72	16	and	and	CCONJ
fcis-24300	72	17	performance	performance	NOUN
fcis-24300	72	18	of	of	ADP
fcis-24300	72	19	each	each	DET
fcis-24300	72	20	independent	independent	ADJ
fcis-24300	72	21	module	module	NOUN
fcis-24300	72	22	to	to	PART
fcis-24300	72	23	ensure	ensure	VERB
fcis-24300	72	24	that	that	SCONJ
fcis-24300	72	25	the	the	DET
fcis-24300	72	26	sensor	sensor	NOUN
fcis-24300	72	27	data	data	NOUN
fcis-24300	72	28	collection	collection	NOUN
fcis-24300	72	29	is	be	AUX
fcis-24300	72	30	accurate	accurate	ADJ
fcis-24300	72	31	.	.	PUNCT
fcis-24300	73	1	the	the	DET
fcis-24300	73	2	data	datum	NOUN
fcis-24300	73	3	processing	processing	NOUN
fcis-24300	73	4	is	be	AUX
fcis-24300	73	5	efficient	efficient	ADJ
fcis-24300	73	6	and	and	CCONJ
fcis-24300	73	7	rapid	rapid	ADJ
fcis-24300	73	8	,	,	PUNCT
fcis-24300	73	9	and	and	CCONJ
fcis-24300	73	10	the	the	DET
fcis-24300	73	11	algorithm	algorithm	NOUN
fcis-24300	73	12	logic	logic	NOUN
fcis-24300	73	13	is	be	AUX
fcis-24300	73	14	accurate	accurate	ADJ
fcis-24300	73	15	,	,	PUNCT
fcis-24300	73	16	which	which	PRON
fcis-24300	73	17	lays	lay	VERB
fcis-24300	73	18	a	a	DET
fcis-24300	73	19	solid	solid	ADJ
fcis-24300	73	20	foundation	foundation	NOUN
fcis-24300	73	21	for	for	ADP
fcis-24300	73	22	the	the	DET
fcis-24300	73	23	stable	stable	ADJ
fcis-24300	73	24	operation	operation	NOUN
fcis-24300	73	25	of	of	ADP
fcis-24300	73	26	each	each	DET
fcis-24300	73	27	module	module	NOUN
fcis-24300	73	28	of	of	ADP
fcis-24300	73	29	the	the	DET
fcis-24300	73	30	system	system	NOUN
fcis-24300	73	31	.	.	PUNCT
fcis-24300	74	1	the	the	DET
fcis-24300	74	2	integration	integration	NOUN
fcis-24300	74	3	testing	testing	NOUN
fcis-24300	74	4	stage	stage	NOUN
fcis-24300	74	5	is	be	AUX
fcis-24300	74	6	dedicated	dedicate	VERB
fcis-24300	74	7	to	to	ADP
fcis-24300	74	8	verifying	verify	VERB
fcis-24300	74	9	the	the	DET
fcis-24300	74	10	interface	interface	NOUN
fcis-24300	74	11	compatibility	compatibility	NOUN
fcis-24300	74	12	and	and	CCONJ
fcis-24300	74	13	data	data	NOUN
fcis-24300	74	14	transmission	transmission	NOUN
fcis-24300	74	15	efficiency	efficiency	NOUN
fcis-24300	74	16	between	between	ADP
fcis-24300	74	17	modules	module	NOUN
fcis-24300	74	18	.	.	PUNCT
fcis-24300	75	1	by	by	ADP
fcis-24300	75	2	testing	test	VERB
fcis-24300	75	3	the	the	DET
fcis-24300	75	4	speed	speed	NOUN
fcis-24300	75	5	,	,	PUNCT
fcis-24300	75	6	consistency	consistency	NOUN
fcis-24300	75	7	and	and	CCONJ
fcis-24300	75	8	interface	interface	NOUN
fcis-24300	75	9	stability	stability	NOUN
fcis-24300	75	10	of	of	ADP
fcis-24300	75	11	data	datum	NOUN
fcis-24300	75	12	transmission	transmission	NOUN
fcis-24300	75	13	between	between	ADP
fcis-24300	75	14	modules	module	NOUN
fcis-24300	75	15	,	,	PUNCT
fcis-24300	75	16	it	it	PRON
fcis-24300	75	17	is	be	AUX
fcis-24300	75	18	ensured	ensure	VERB
fcis-24300	75	19	that	that	SCONJ
fcis-24300	75	20	all	all	DET
fcis-24300	75	21	components	component	NOUN
fcis-24300	75	22	of	of	ADP
fcis-24300	75	23	the	the	DET
fcis-24300	75	24	system	system	NOUN
fcis-24300	75	25	can	can	AUX
fcis-24300	75	26	cooperate	cooperate	VERB
fcis-24300	75	27	closely	closely	ADV
fcis-24300	75	28	and	and	CCONJ
fcis-24300	75	29	jointly	jointly	ADV
fcis-24300	75	30	support	support	VERB
fcis-24300	75	31	the	the	DET
fcis-24300	75	32	overall	overall	ADJ
fcis-24300	75	33	operation	operation	NOUN
fcis-24300	75	34	of	of	ADP
fcis-24300	75	35	the	the	DET
fcis-24300	75	36	system	system	NOUN
fcis-24300	75	37	[	[	X
fcis-24300	75	38	9	9	NUM
fcis-24300	75	39	]	]	PUNCT
fcis-24300	75	40	.	.	PUNCT
fcis-24300	76	1	in	in	ADP
fcis-24300	76	2	the	the	DET
fcis-24300	76	3	test	test	NOUN
fcis-24300	76	4	stage	stage	NOUN
fcis-24300	76	5	of	of	ADP
fcis-24300	76	6	the	the	DET
fcis-24300	76	7	system	system	NOUN
fcis-24300	76	8	,	,	PUNCT
fcis-24300	76	9	we	we	PRON
fcis-24300	76	10	implemented	implement	VERB
fcis-24300	76	11	a	a	DET
fcis-24300	76	12	comprehensive	comprehensive	ADJ
fcis-24300	76	13	evaluation	evaluation	NOUN
fcis-24300	76	14	including	include	VERB
fcis-24300	76	15	functional	functional	ADJ
fcis-24300	76	16	test	test	NOUN
fcis-24300	76	17	,	,	PUNCT
fcis-24300	76	18	performance	performance	NOUN
fcis-24300	76	19	test	test	NOUN
fcis-24300	76	20	and	and	CCONJ
fcis-24300	76	21	user	user	NOUN
fcis-24300	76	22	experience	experience	PROPN
fcis-24300	76	23	test	test	NOUN
fcis-24300	76	24	,	,	PUNCT
fcis-24300	76	25	which	which	PRON
fcis-24300	76	26	not	not	PART
fcis-24300	76	27	only	only	ADV
fcis-24300	76	28	ensured	ensure	VERB
fcis-24300	76	29	that	that	SCONJ
fcis-24300	76	30	all	all	DET
fcis-24300	76	31	functions	function	NOUN
fcis-24300	76	32	of	of	ADP
fcis-24300	76	33	the	the	DET
fcis-24300	76	34	system	system	NOUN
fcis-24300	76	35	could	could	AUX
fcis-24300	76	36	operate	operate	VERB
fcis-24300	76	37	normally	normally	ADV
fcis-24300	76	38	as	as	SCONJ
fcis-24300	76	39	expected	expect	VERB
fcis-24300	76	40	,	,	PUNCT
fcis-24300	76	41	but	but	CCONJ
fcis-24300	76	42	also	also	ADV
fcis-24300	76	43	deeply	deeply	ADV
fcis-24300	76	44	considered	consider	VERB
fcis-24300	76	45	the	the	DET
fcis-24300	76	46	performance	performance	NOUN
fcis-24300	76	47	ability	ability	NOUN
fcis-24300	76	48	of	of	ADP
fcis-24300	76	49	the	the	DET
fcis-24300	76	50	system	system	NOUN
fcis-24300	76	51	in	in	ADP
fcis-24300	76	52	high	high	ADJ
fcis-24300	76	53	load	load	NOUN
fcis-24300	76	54	and	and	CCONJ
fcis-24300	76	55	complex	complex	ADJ
fcis-24300	76	56	environment	environment	NOUN
fcis-24300	76	57	.	.	PUNCT
fcis-24300	77	1	by	by	ADP
fcis-24300	77	2	letting	let	VERB
fcis-24300	77	3	farmers	farmer	NOUN
fcis-24300	77	4	actually	actually	ADV
fcis-24300	77	5	operate	operate	VERB
fcis-24300	77	6	and	and	CCONJ
fcis-24300	77	7	collect	collect	VERB
fcis-24300	77	8	their	their	PRON
fcis-24300	77	9	feedback	feedback	NOUN
fcis-24300	77	10	,	,	PUNCT
fcis-24300	77	11	we	we	PRON
fcis-24300	77	12	continuously	continuously	ADV
fcis-24300	77	13	optimized	optimize	VERB
fcis-24300	77	14	the	the	DET
fcis-24300	77	15	system	system	NOUN
fcis-24300	77	16	interface	interface	NOUN
fcis-24300	77	17	and	and	CCONJ
fcis-24300	77	18	operation	operation	NOUN
fcis-24300	77	19	process	process	NOUN
fcis-24300	77	20	,	,	PUNCT
fcis-24300	77	21	and	and	CCONJ
fcis-24300	77	22	strived	strive	VERB
fcis-24300	77	23	to	to	PART
fcis-24300	77	24	improve	improve	VERB
fcis-24300	77	25	user	user	NOUN
fcis-24300	77	26	satisfaction	satisfaction	NOUN
fcis-24300	77	27	and	and	CCONJ
fcis-24300	77	28	operation	operation	NOUN
fcis-24300	77	29	convenience	convenience	NOUN
fcis-24300	77	30	,	,	PUNCT
fcis-24300	77	31	so	so	SCONJ
fcis-24300	77	32	as	as	SCONJ
fcis-24300	77	33	to	to	PART
fcis-24300	77	34	ensure	ensure	VERB
fcis-24300	77	35	that	that	SCONJ
fcis-24300	77	36	the	the	DET
fcis-24300	77	37	whole	whole	ADJ
fcis-24300	77	38	system	system	NOUN
fcis-24300	77	39	can	can	AUX
fcis-24300	77	40	meet	meet	VERB
fcis-24300	77	41	the	the	DET
fcis-24300	77	42	actual	actual	ADJ
fcis-24300	77	43	application	application	NOUN
fcis-24300	77	44	requirements	requirement	NOUN
fcis-24300	77	45	and	and	CCONJ
fcis-24300	77	46	achieve	achieve	VERB
fcis-24300	77	47	the	the	DET
fcis-24300	77	48	goal	goal	NOUN
fcis-24300	77	49	of	of	ADP
fcis-24300	77	50	high	high	ADJ
fcis-24300	77	51	efficiency	efficiency	NOUN
fcis-24300	77	52	,	,	PUNCT
fcis-24300	77	53	stability	stability	NOUN
fcis-24300	77	54	and	and	CCONJ
fcis-24300	77	55	ease	ease	NOUN
fcis-24300	77	56	of	of	ADP
fcis-24300	77	57	use	use	NOUN
fcis-24300	77	58	.	.	PUNCT
fcis-24300	78	1	(	(	PUNCT
fcis-24300	78	2	3	3	X
fcis-24300	78	3	)	)	PUNCT
fcis-24300	78	4	test	test	NOUN
fcis-24300	78	5	results	result	NOUN
fcis-24300	78	6	and	and	CCONJ
fcis-24300	78	7	analysis	analysis	NOUN
fcis-24300	78	8	test	test	NOUN
fcis-24300	78	9	results	result	NOUN
fcis-24300	78	10	show	show	VERB
fcis-24300	78	11	that	that	SCONJ
fcis-24300	78	12	the	the	DET
fcis-24300	78	13	system	system	NOUN
fcis-24300	78	14	shows	show	VERB
fcis-24300	78	15	excellent	excellent	ADJ
fcis-24300	78	16	real	real	ADJ
fcis-24300	78	17	-	-	PUNCT
fcis-24300	78	18	time	time	NOUN
fcis-24300	78	19	response	response	NOUN
fcis-24300	78	20	ability	ability	NOUN
fcis-24300	78	21	,	,	PUNCT
fcis-24300	78	22	efficient	efficient	ADJ
fcis-24300	78	23	data	datum	NOUN
fcis-24300	78	24	processing	processing	NOUN
fcis-24300	78	25	speed	speed	NOUN
fcis-24300	78	26	,	,	PUNCT
fcis-24300	78	27	highly	highly	ADV
fcis-24300	78	28	accurate	accurate	ADJ
fcis-24300	78	29	decision	decision	NOUN
fcis-24300	78	30	-	-	PUNCT
fcis-24300	78	31	making	make	VERB
fcis-24300	78	32	algorithm	algorithm	NOUN
fcis-24300	78	33	and	and	CCONJ
fcis-24300	78	34	high	high	ADJ
fcis-24300	78	35	-	-	PUNCT
fcis-24300	78	36	precision	precision	NOUN
fcis-24300	78	37	visual	visual	ADJ
fcis-24300	78	38	recognition	recognition	NOUN
fcis-24300	78	39	ability	ability	NOUN
fcis-24300	78	40	.	.	PUNCT
fcis-24300	79	1	specifically	specifically	ADV
fcis-24300	79	2	,	,	PUNCT
fcis-24300	79	3	in	in	ADP
fcis-24300	79	4	the	the	DET
fcis-24300	79	5	simulated	simulate	VERB
fcis-24300	79	6	diversified	diversify	VERB
fcis-24300	79	7	environmental	environmental	ADJ
fcis-24300	79	8	conditions	condition	NOUN
fcis-24300	79	9	and	and	CCONJ
fcis-24300	79	10	operating	operate	VERB
fcis-24300	79	11	scenarios	scenario	NOUN
fcis-24300	79	12	,	,	PUNCT
fcis-24300	79	13	the	the	DET
fcis-24300	79	14	system	system	NOUN
fcis-24300	79	15	can	can	AUX
fcis-24300	79	16	quickly	quickly	ADV
fcis-24300	79	17	respond	respond	VERB
fcis-24300	79	18	to	to	ADP
fcis-24300	79	19	farmers	farmer	NOUN
fcis-24300	79	20	'	'	PART
fcis-24300	79	21	operations	operation	NOUN
fcis-24300	79	22	and	and	CCONJ
fcis-24300	79	23	environmental	environmental	ADJ
fcis-24300	79	24	changes	change	NOUN
fcis-24300	79	25	,	,	PUNCT
fcis-24300	79	26	reflecting	reflect	VERB
fcis-24300	79	27	its	its	PRON
fcis-24300	79	28	powerful	powerful	ADJ
fcis-24300	79	29	real	real	ADJ
fcis-24300	79	30	-	-	PUNCT
fcis-24300	79	31	time	time	NOUN
fcis-24300	79	32	performance	performance	NOUN
fcis-24300	79	33	.	.	PUNCT
fcis-24300	80	1	for	for	ADP
fcis-24300	80	2	the	the	DET
fcis-24300	80	3	processing	processing	NOUN
fcis-24300	80	4	of	of	ADP
fcis-24300	80	5	large	large	ADJ
fcis-24300	80	6	amounts	amount	NOUN
fcis-24300	80	7	of	of	ADP
fcis-24300	80	8	data	datum	NOUN
fcis-24300	80	9	,	,	PUNCT
fcis-24300	80	10	the	the	DET
fcis-24300	80	11	system	system	NOUN
fcis-24300	80	12	shows	show	VERB
fcis-24300	80	13	efficient	efficient	ADJ
fcis-24300	80	14	and	and	CCONJ
fcis-24300	80	15	stable	stable	ADJ
fcis-24300	80	16	performance	performance	NOUN
fcis-24300	80	17	,	,	PUNCT
fcis-24300	80	18	ensuring	ensure	VERB
fcis-24300	80	19	the	the	DET
fcis-24300	80	20	rapid	rapid	ADJ
fcis-24300	80	21	and	and	CCONJ
fcis-24300	80	22	accurate	accurate	ADJ
fcis-24300	80	23	data	datum	NOUN
fcis-24300	80	24	processing	processing	NOUN
fcis-24300	80	25	,	,	PUNCT
fcis-24300	80	26	and	and	CCONJ
fcis-24300	80	27	providing	provide	VERB
fcis-24300	80	28	solid	solid	ADJ
fcis-24300	80	29	support	support	NOUN
fcis-24300	80	30	for	for	ADP
fcis-24300	80	31	timely	timely	ADJ
fcis-24300	80	32	decision	decision	NOUN
fcis-24300	80	33	-	-	PUNCT
fcis-24300	80	34	making	making	NOUN
fcis-24300	80	35	.	.	PUNCT
fcis-24300	81	1	by	by	ADP
fcis-24300	81	2	comparing	compare	VERB
fcis-24300	81	3	the	the	DET
fcis-24300	81	4	actual	actual	ADJ
fcis-24300	81	5	operation	operation	NOUN
fcis-24300	81	6	with	with	ADP
fcis-24300	81	7	the	the	DET
fcis-24300	81	8	water	water	NOUN
fcis-24300	81	9	and	and	CCONJ
fcis-24300	81	10	fertilizer	fertilizer	NOUN
fcis-24300	81	11	plan	plan	NOUN
fcis-24300	81	12	generated	generate	VERB
fcis-24300	81	13	by	by	ADP
fcis-24300	81	14	the	the	DET
fcis-24300	81	15	system	system	NOUN
fcis-24300	81	16	,	,	PUNCT
fcis-24300	81	17	the	the	DET
fcis-24300	81	18	accuracy	accuracy	NOUN
fcis-24300	81	19	of	of	ADP
fcis-24300	81	20	the	the	DET
fcis-24300	81	21	decision	decision	NOUN
fcis-24300	81	22	-	-	PUNCT
fcis-24300	81	23	making	make	VERB
fcis-24300	81	24	algorithm	algorithm	NOUN
fcis-24300	81	25	is	be	AUX
fcis-24300	81	26	verified	verify	VERB
fcis-24300	81	27	,	,	PUNCT
fcis-24300	81	28	and	and	CCONJ
fcis-24300	81	29	it	it	PRON
fcis-24300	81	30	is	be	AUX
fcis-24300	81	31	confirmed	confirm	VERB
fcis-24300	81	32	that	that	SCONJ
fcis-24300	81	33	the	the	DET
fcis-24300	81	34	water	water	NOUN
fcis-24300	81	35	and	and	CCONJ
fcis-24300	81	36	fertilizer	fertilizer	NOUN
fcis-24300	81	37	management	management	NOUN
fcis-24300	81	38	plan	plan	NOUN
fcis-24300	81	39	provided	provide	VERB
fcis-24300	81	40	by	by	ADP
fcis-24300	81	41	the	the	DET
fcis-24300	81	42	system	system	NOUN
fcis-24300	81	43	is	be	AUX
fcis-24300	81	44	not	not	PART
fcis-24300	81	45	only	only	ADV
fcis-24300	81	46	accurate	accurate	ADJ
fcis-24300	81	47	and	and	CCONJ
fcis-24300	81	48	reliable	reliable	ADJ
fcis-24300	81	49	,	,	PUNCT
fcis-24300	81	50	but	but	CCONJ
fcis-24300	81	51	also	also	ADV
fcis-24300	81	52	can	can	AUX
fcis-24300	81	53	effectively	effectively	ADV
fcis-24300	81	54	respond	respond	VERB
fcis-24300	81	55	to	to	ADP
fcis-24300	81	56	different	different	ADJ
fcis-24300	81	57	planting	planting	NOUN
fcis-24300	81	58	needs	need	NOUN
fcis-24300	81	59	.	.	PUNCT
fcis-24300	82	1	the	the	DET
fcis-24300	82	2	visual	visual	ADJ
fcis-24300	82	3	recognition	recognition	NOUN
fcis-24300	82	4	model	model	NOUN
fcis-24300	82	5	also	also	ADV
fcis-24300	82	6	performs	perform	VERB
fcis-24300	82	7	well	well	ADV
fcis-24300	82	8	in	in	ADP
fcis-24300	82	9	identifying	identify	VERB
fcis-24300	82	10	the	the	DET
fcis-24300	82	11	growth	growth	NOUN
fcis-24300	82	12	status	status	NOUN
fcis-24300	82	13	of	of	ADP
fcis-24300	82	14	fruits	fruit	NOUN
fcis-24300	82	15	and	and	CCONJ
fcis-24300	82	16	vegetables	vegetable	NOUN
fcis-24300	82	17	,	,	PUNCT
fcis-24300	82	18	diseases	disease	NOUN
fcis-24300	82	19	and	and	CCONJ
fcis-24300	82	20	pests	pest	NOUN
fcis-24300	82	21	.	.	PUNCT
fcis-24300	83	1	its	its	PRON
fcis-24300	83	2	high	high	ADJ
fcis-24300	83	3	-	-	PUNCT
fcis-24300	83	4	precision	precision	NOUN
fcis-24300	83	5	recognition	recognition	NOUN
fcis-24300	83	6	ability	ability	NOUN
fcis-24300	83	7	provides	provide	VERB
fcis-24300	83	8	an	an	DET
fcis-24300	83	9	important	important	ADJ
fcis-24300	83	10	guarantee	guarantee	NOUN
fcis-24300	83	11	for	for	ADP
fcis-24300	83	12	the	the	DET
fcis-24300	83	13	intelligent	intelligent	ADJ
fcis-24300	83	14	management	management	NOUN
fcis-24300	83	15	of	of	ADP
fcis-24300	83	16	the	the	DET
fcis-24300	83	17	system	system	NOUN
fcis-24300	83	18	,	,	PUNCT
fcis-24300	83	19	and	and	CCONJ
fcis-24300	83	20	further	far	ADV
fcis-24300	83	21	improves	improve	VERB
fcis-24300	83	22	the	the	DET
fcis-24300	83	23	refinement	refinement	NOUN
fcis-24300	83	24	and	and	CCONJ
fcis-24300	83	25	intelligence	intelligence	NOUN
fcis-24300	83	26	level	level	NOUN
fcis-24300	83	27	of	of	ADP
fcis-24300	83	28	agricultural	agricultural	ADJ
fcis-24300	83	29	production	production	NOUN
fcis-24300	83	30	.	.	PUNCT
fcis-24300	84	1	3	3	X
fcis-24300	84	2	.	.	X
fcis-24300	84	3	experiment	experiment	NOUN
fcis-24300	84	4	and	and	CCONJ
fcis-24300	84	5	result	result	VERB
fcis-24300	84	6	analysis	analysis	NOUN
fcis-24300	84	7	3.1	3.1	NUM
fcis-24300	84	8	.	.	PUNCT
fcis-24300	85	1	experimental	experimental	ADJ
fcis-24300	85	2	design	design	NOUN
fcis-24300	85	3	this	this	DET
fcis-24300	85	4	experiment	experiment	NOUN
fcis-24300	85	5	aims	aim	VERB
fcis-24300	85	6	to	to	PART
fcis-24300	85	7	evaluate	evaluate	VERB
fcis-24300	85	8	the	the	DET
fcis-24300	85	9	effectiveness	effectiveness	NOUN
fcis-24300	85	10	of	of	ADP
fcis-24300	85	11	intelligent	intelligent	ADJ
fcis-24300	85	12	water	water	NOUN
fcis-24300	85	13	and	and	CCONJ
fcis-24300	85	14	fertilizer	fertilizer	NOUN
fcis-24300	85	15	management	management	NOUN
fcis-24300	85	16	system	system	NOUN
fcis-24300	85	17	based	base	VERB
fcis-24300	85	18	on	on	ADP
fcis-24300	85	19	ai	ai	ADJ
fcis-24300	85	20	and	and	CCONJ
fcis-24300	85	21	visual	visual	ADJ
fcis-24300	85	22	recognition	recognition	NOUN
fcis-24300	85	23	technology	technology	NOUN
fcis-24300	85	24	in	in	ADP
fcis-24300	85	25	subtropical	subtropical	ADJ
fcis-24300	85	26	fruit	fruit	NOUN
fcis-24300	85	27	and	and	CCONJ
fcis-24300	85	28	vegetable	vegetable	NOUN
fcis-24300	85	29	cultivation	cultivation	NOUN
fcis-24300	85	30	.	.	PUNCT
fcis-24300	86	1	the	the	DET
fcis-24300	86	2	experimental	experimental	ADJ
fcis-24300	86	3	subjects	subject	NOUN
fcis-24300	86	4	were	be	AUX
fcis-24300	86	5	selected	select	VERB
fcis-24300	86	6	as	as	ADP
fcis-24300	86	7	local	local	ADJ
fcis-24300	86	8	common	common	ADJ
fcis-24300	86	9	citrus	citrus	NOUN
fcis-24300	86	10	fruit	fruit	NOUN
fcis-24300	86	11	trees	tree	NOUN
fcis-24300	86	12	,	,	PUNCT
fcis-24300	86	13	such	such	ADJ
fcis-24300	86	14	as	as	ADP
fcis-24300	86	15	citrus	citrus	NOUN
fcis-24300	86	16	and	and	CCONJ
fcis-24300	86	17	grapefruit	grapefruit	NOUN
fcis-24300	86	18	,	,	PUNCT
fcis-24300	86	19	which	which	PRON
fcis-24300	86	20	are	be	AUX
fcis-24300	86	21	sensitive	sensitive	ADJ
fcis-24300	86	22	to	to	ADP
fcis-24300	86	23	water	water	NOUN
fcis-24300	86	24	and	and	CCONJ
fcis-24300	86	25	nutrient	nutrient	NOUN
fcis-24300	86	26	requirements	requirement	NOUN
fcis-24300	86	27	and	and	CCONJ
fcis-24300	86	28	are	be	AUX
fcis-24300	86	29	suitable	suitable	ADJ
fcis-24300	86	30	as	as	ADP
fcis-24300	86	31	research	research	NOUN
fcis-24300	86	32	objects	object	NOUN
fcis-24300	86	33	.	.	PUNCT
fcis-24300	87	1	it	it	PRON
fcis-24300	87	2	was	be	AUX
fcis-24300	87	3	carried	carry	VERB
fcis-24300	87	4	out	out	ADP
fcis-24300	87	5	in	in	ADP
fcis-24300	87	6	two	two	NUM
fcis-24300	87	7	orchards	orchard	NOUN
fcis-24300	87	8	with	with	ADP
fcis-24300	87	9	similar	similar	ADJ
fcis-24300	87	10	conditions	condition	NOUN
fcis-24300	87	11	,	,	PUNCT
fcis-24300	87	12	one	one	NUM
fcis-24300	87	13	of	of	ADP
fcis-24300	87	14	which	which	PRON
fcis-24300	87	15	was	be	AUX
fcis-24300	87	16	used	use	VERB
fcis-24300	87	17	as	as	ADP
fcis-24300	87	18	the	the	DET
fcis-24300	87	19	experimental	experimental	ADJ
fcis-24300	87	20	group	group	NOUN
fcis-24300	87	21	,	,	PUNCT
fcis-24300	87	22	and	and	CCONJ
fcis-24300	87	23	the	the	DET
fcis-24300	87	24	intelligent	intelligent	ADJ
fcis-24300	87	25	water	water	NOUN
fcis-24300	87	26	and	and	CCONJ
fcis-24300	87	27	fertilizer	fertilizer	NOUN
fcis-24300	87	28	management	management	NOUN
fcis-24300	87	29	system	system	NOUN
fcis-24300	87	30	was	be	AUX
fcis-24300	87	31	applied	apply	VERB
fcis-24300	87	32	.	.	PUNCT
fcis-24300	88	1	the	the	DET
fcis-24300	88	2	other	other	ADJ
fcis-24300	88	3	served	serve	VERB
fcis-24300	88	4	as	as	ADP
fcis-24300	88	5	a	a	DET
fcis-24300	88	6	control	control	NOUN
fcis-24300	88	7	group	group	NOUN
fcis-24300	88	8	,	,	PUNCT
fcis-24300	88	9	using	use	VERB
fcis-24300	88	10	traditional	traditional	ADJ
fcis-24300	88	11	water	water	NOUN
fcis-24300	88	12	and	and	CCONJ
fcis-24300	88	13	fertilizer	fertilizer	NOUN
fcis-24300	88	14	management	management	NOUN
fcis-24300	88	15	methods	method	NOUN
fcis-24300	88	16	.	.	PUNCT
fcis-24300	89	1	the	the	DET
fcis-24300	89	2	experimental	experimental	ADJ
fcis-24300	89	3	conditions	condition	NOUN
fcis-24300	89	4	include	include	VERB
fcis-24300	89	5	the	the	DET
fcis-24300	89	6	same	same	ADJ
fcis-24300	89	7	soil	soil	NOUN
fcis-24300	89	8	type	type	NOUN
fcis-24300	89	9	,	,	PUNCT
fcis-24300	89	10	climatic	climatic	ADJ
fcis-24300	89	11	conditions	condition	NOUN
fcis-24300	89	12	,	,	PUNCT
fcis-24300	89	13	initial	initial	ADJ
fcis-24300	89	14	fruit	fruit	NOUN
fcis-24300	89	15	tree	tree	NOUN
fcis-24300	89	16	growth	growth	NOUN
fcis-24300	89	17	state	state	NOUN
fcis-24300	89	18	and	and	CCONJ
fcis-24300	89	19	cultivation	cultivation	NOUN
fcis-24300	89	20	management	management	NOUN
fcis-24300	89	21	measures	measure	NOUN
fcis-24300	89	22	to	to	PART
fcis-24300	89	23	ensure	ensure	VERB
fcis-24300	89	24	the	the	DET
fcis-24300	89	25	accuracy	accuracy	NOUN
fcis-24300	89	26	and	and	CCONJ
fcis-24300	89	27	comparability	comparability	NOUN
fcis-24300	89	28	of	of	ADP
fcis-24300	89	29	the	the	DET
fcis-24300	89	30	experimental	experimental	ADJ
fcis-24300	89	31	results	result	NOUN
fcis-24300	89	32	.	.	PUNCT
fcis-24300	90	1	the	the	DET
fcis-24300	90	2	experimental	experimental	ADJ
fcis-24300	90	3	period	period	NOUN
fcis-24300	90	4	is	be	AUX
fcis-24300	90	5	one	one	NUM
fcis-24300	90	6	year	year	NOUN
fcis-24300	90	7	,	,	PUNCT
fcis-24300	90	8	covering	cover	VERB
fcis-24300	90	9	the	the	DET
fcis-24300	90	10	whole	whole	ADJ
fcis-24300	90	11	growth	growth	NOUN
fcis-24300	90	12	cycle	cycle	NOUN
fcis-24300	90	13	of	of	ADP
fcis-24300	90	14	fruit	fruit	NOUN
fcis-24300	90	15	trees	tree	NOUN
fcis-24300	90	16	,	,	PUNCT
fcis-24300	90	17	from	from	ADP
fcis-24300	90	18	spring	spring	NOUN
fcis-24300	90	19	germination	germination	NOUN
fcis-24300	90	20	to	to	ADP
fcis-24300	90	21	autumn	autumn	NOUN
fcis-24300	90	22	fruit	fruit	NOUN
fcis-24300	90	23	maturity	maturity	NOUN
fcis-24300	90	24	.	.	PUNCT
fcis-24300	91	1	the	the	DET
fcis-24300	91	2	experimental	experimental	ADJ
fcis-24300	91	3	protocol	protocol	NOUN
fcis-24300	91	4	includes	include	VERB
fcis-24300	91	5	regular	regular	ADJ
fcis-24300	91	6	monitoring	monitoring	NOUN
fcis-24300	91	7	of	of	ADP
fcis-24300	91	8	soil	soil	NOUN
fcis-24300	91	9	moisture	moisture	NOUN
fcis-24300	91	10	,	,	PUNCT
fcis-24300	91	11	nutrient	nutrient	NOUN
fcis-24300	91	12	content	content	NOUN
fcis-24300	91	13	,	,	PUNCT
fcis-24300	91	14	crop	crop	NOUN
fcis-24300	91	15	growth	growth	NOUN
fcis-24300	91	16	status	status	NOUN
fcis-24300	91	17	(	(	PUNCT
fcis-24300	91	18	such	such	ADJ
fcis-24300	91	19	as	as	ADP
fcis-24300	91	20	leaf	leaf	NOUN
fcis-24300	91	21	color	color	NOUN
fcis-24300	91	22	,	,	PUNCT
fcis-24300	91	23	fruit	fruit	NOUN
fcis-24300	91	24	size	size	NOUN
fcis-24300	91	25	)	)	PUNCT
fcis-24300	91	26	and	and	CCONJ
fcis-24300	91	27	pests	pest	NOUN
fcis-24300	91	28	and	and	CCONJ
fcis-24300	91	29	diseases	disease	NOUN
fcis-24300	91	30	,	,	PUNCT
fcis-24300	91	31	and	and	CCONJ
fcis-24300	91	32	recording	record	VERB
fcis-24300	91	33	73	73	NUM
fcis-24300	91	34	relevant	relevant	ADJ
fcis-24300	91	35	data	datum	NOUN
fcis-24300	91	36	.	.	PUNCT
fcis-24300	92	1	high	high	ADJ
fcis-24300	92	2	-	-	PUNCT
fcis-24300	92	3	definition	definition	NOUN
fcis-24300	92	4	cameras	camera	NOUN
fcis-24300	92	5	and	and	CCONJ
fcis-24300	92	6	sensor	sensor	NOUN
fcis-24300	92	7	networks	network	NOUN
fcis-24300	92	8	are	be	AUX
fcis-24300	92	9	installed	instal	VERB
fcis-24300	92	10	in	in	ADP
fcis-24300	92	11	the	the	DET
fcis-24300	92	12	orchard	orchard	NOUN
fcis-24300	92	13	of	of	ADP
fcis-24300	92	14	the	the	DET
fcis-24300	92	15	experimental	experimental	ADJ
fcis-24300	92	16	group	group	NOUN
fcis-24300	92	17	,	,	PUNCT
fcis-24300	92	18	image	image	NOUN
fcis-24300	92	19	data	datum	NOUN
fcis-24300	92	20	and	and	CCONJ
fcis-24300	92	21	environmental	environmental	ADJ
fcis-24300	92	22	parameters	parameter	NOUN
fcis-24300	92	23	are	be	AUX
fcis-24300	92	24	collected	collect	VERB
fcis-24300	92	25	in	in	ADP
fcis-24300	92	26	real	real	ADJ
fcis-24300	92	27	time	time	NOUN
fcis-24300	92	28	,	,	PUNCT
fcis-24300	92	29	and	and	CCONJ
fcis-24300	92	30	the	the	DET
fcis-24300	92	31	water	water	NOUN
fcis-24300	92	32	and	and	CCONJ
fcis-24300	92	33	fertilizer	fertilizer	NOUN
fcis-24300	92	34	supply	supply	NOUN
fcis-24300	92	35	plan	plan	NOUN
fcis-24300	92	36	is	be	AUX
fcis-24300	92	37	automatically	automatically	ADV
fcis-24300	92	38	adjusted	adjust	VERB
fcis-24300	92	39	after	after	ADP
fcis-24300	92	40	intelligent	intelligent	ADJ
fcis-24300	92	41	system	system	NOUN
fcis-24300	92	42	analysis	analysis	NOUN
fcis-24300	92	43	.	.	PUNCT
fcis-24300	93	1	3.2	3.2	NUM
fcis-24300	93	2	.	.	PUNCT
fcis-24300	93	3	data	datum	NOUN
fcis-24300	93	4	collection	collection	NOUN
fcis-24300	93	5	and	and	CCONJ
fcis-24300	93	6	processing	processing	NOUN
fcis-24300	93	7	in	in	ADP
fcis-24300	93	8	the	the	DET
fcis-24300	93	9	data	data	NOUN
fcis-24300	93	10	collection	collection	NOUN
fcis-24300	93	11	stage	stage	NOUN
fcis-24300	94	1	,	,	PUNCT
fcis-24300	94	2	we	we	PRON
fcis-24300	94	3	comprehensively	comprehensively	ADV
fcis-24300	94	4	used	use	VERB
fcis-24300	94	5	a	a	DET
fcis-24300	94	6	variety	variety	NOUN
fcis-24300	94	7	of	of	ADP
fcis-24300	94	8	sensors	sensor	NOUN
fcis-24300	94	9	and	and	CCONJ
fcis-24300	94	10	manual	manual	ADJ
fcis-24300	94	11	measurement	measurement	NOUN
fcis-24300	94	12	methods	method	NOUN
fcis-24300	94	13	to	to	PART
fcis-24300	94	14	comprehensively	comprehensively	ADV
fcis-24300	94	15	obtain	obtain	VERB
fcis-24300	94	16	detailed	detailed	ADJ
fcis-24300	94	17	information	information	NOUN
fcis-24300	94	18	about	about	ADP
fcis-24300	94	19	soil	soil	NOUN
fcis-24300	94	20	environment	environment	NOUN
fcis-24300	94	21	,	,	PUNCT
fcis-24300	94	22	crop	crop	NOUN
fcis-24300	94	23	growth	growth	NOUN
fcis-24300	94	24	status	status	NOUN
fcis-24300	94	25	,	,	PUNCT
fcis-24300	94	26	and	and	CCONJ
fcis-24300	94	27	pests	pest	NOUN
fcis-24300	94	28	and	and	CCONJ
fcis-24300	94	29	diseases	disease	NOUN
fcis-24300	94	30	.	.	PUNCT
fcis-24300	95	1	specifically	specifically	ADV
fcis-24300	95	2	,	,	PUNCT
fcis-24300	95	3	soil	soil	NOUN
fcis-24300	95	4	data	datum	NOUN
fcis-24300	95	5	was	be	AUX
fcis-24300	95	6	regularly	regularly	ADV
fcis-24300	95	7	monitored	monitor	VERB
fcis-24300	95	8	through	through	ADP
fcis-24300	95	9	soil	soil	NOUN
fcis-24300	95	10	moisture	moisture	NOUN
fcis-24300	95	11	and	and	CCONJ
fcis-24300	95	12	nutrient	nutrient	ADJ
fcis-24300	95	13	sensors	sensor	NOUN
fcis-24300	95	14	to	to	PART
fcis-24300	95	15	accurately	accurately	ADV
fcis-24300	95	16	record	record	VERB
fcis-24300	95	17	changes	change	NOUN
fcis-24300	95	18	in	in	ADP
fcis-24300	95	19	key	key	ADJ
fcis-24300	95	20	nutrient	nutrient	ADJ
fcis-24300	95	21	indicators	indicator	NOUN
fcis-24300	95	22	such	such	ADJ
fcis-24300	95	23	as	as	ADP
fcis-24300	95	24	moisture	moisture	NOUN
fcis-24300	95	25	content	content	NOUN
fcis-24300	95	26	,	,	PUNCT
fcis-24300	95	27	ph	ph	ADJ
fcis-24300	95	28	value	value	NOUN
fcis-24300	95	29	and	and	CCONJ
fcis-24300	95	30	nitrogen	nitrogen	NOUN
fcis-24300	95	31	,	,	PUNCT
fcis-24300	95	32	phosphorus	phosphorus	NOUN
fcis-24300	95	33	and	and	CCONJ
fcis-24300	95	34	potassium	potassium	NOUN
fcis-24300	95	35	in	in	ADP
fcis-24300	95	36	the	the	DET
fcis-24300	95	37	soil	soil	NOUN
fcis-24300	95	38	.	.	PUNCT
fcis-24300	96	1	according	accord	VERB
fcis-24300	96	2	to	to	ADP
fcis-24300	96	3	the	the	DET
fcis-24300	96	4	crop	crop	NOUN
fcis-24300	96	5	growth	growth	NOUN
fcis-24300	96	6	data	datum	NOUN
fcis-24300	96	7	,	,	PUNCT
fcis-24300	96	8	we	we	PRON
fcis-24300	96	9	recorded	record	VERB
fcis-24300	96	10	the	the	DET
fcis-24300	96	11	key	key	ADJ
fcis-24300	96	12	growth	growth	NOUN
fcis-24300	96	13	parameters	parameter	NOUN
fcis-24300	96	14	of	of	ADP
fcis-24300	96	15	fruit	fruit	NOUN
fcis-24300	96	16	trees	tree	NOUN
fcis-24300	96	17	such	such	ADJ
fcis-24300	96	18	as	as	ADP
fcis-24300	96	19	tree	tree	NOUN
fcis-24300	96	20	height	height	NOUN
fcis-24300	96	21	,	,	PUNCT
fcis-24300	96	22	crown	crown	NOUN
fcis-24300	96	23	width	width	NOUN
fcis-24300	96	24	,	,	PUNCT
fcis-24300	96	25	leaf	leaf	NOUN
fcis-24300	96	26	number	number	NOUN
fcis-24300	96	27	and	and	CCONJ
fcis-24300	96	28	color	color	NOUN
fcis-24300	96	29	change	change	NOUN
fcis-24300	96	30	,	,	PUNCT
fcis-24300	96	31	and	and	CCONJ
fcis-24300	96	32	fruit	fruit	NOUN
fcis-24300	96	33	size	size	NOUN
fcis-24300	96	34	in	in	ADP
fcis-24300	96	35	detail	detail	NOUN
fcis-24300	96	36	by	by	ADP
fcis-24300	96	37	manual	manual	ADJ
fcis-24300	96	38	measurement	measurement	NOUN
fcis-24300	96	39	[	[	X
fcis-24300	96	40	10	10	NUM
fcis-24300	96	41	]	]	PUNCT
fcis-24300	96	42	.	.	PUNCT
fcis-24300	97	1	in	in	ADP
fcis-24300	97	2	order	order	NOUN
fcis-24300	97	3	to	to	PART
fcis-24300	97	4	monitor	monitor	VERB
fcis-24300	97	5	the	the	DET
fcis-24300	97	6	diseases	disease	NOUN
fcis-24300	97	7	and	and	CCONJ
fcis-24300	97	8	pests	pest	NOUN
fcis-24300	97	9	more	more	ADV
fcis-24300	97	10	intuitively	intuitively	ADV
fcis-24300	97	11	,	,	PUNCT
fcis-24300	97	12	the	the	DET
fcis-24300	97	13	high	high	ADJ
fcis-24300	97	14	-	-	PUNCT
fcis-24300	97	15	definition	definition	NOUN
fcis-24300	97	16	camera	camera	NOUN
fcis-24300	97	17	of	of	ADP
fcis-24300	97	18	the	the	DET
fcis-24300	97	19	orchard	orchard	NOUN
fcis-24300	97	20	of	of	ADP
fcis-24300	97	21	the	the	DET
fcis-24300	97	22	experimental	experimental	ADJ
fcis-24300	97	23	group	group	NOUN
fcis-24300	97	24	took	take	VERB
fcis-24300	97	25	images	image	NOUN
fcis-24300	97	26	of	of	ADP
fcis-24300	97	27	fruit	fruit	NOUN
fcis-24300	97	28	trees	tree	NOUN
fcis-24300	97	29	at	at	ADP
fcis-24300	97	30	the	the	DET
fcis-24300	97	31	preset	preset	ADJ
fcis-24300	97	32	frequency	frequency	NOUN
fcis-24300	97	33	,	,	PUNCT
fcis-24300	97	34	and	and	CCONJ
fcis-24300	97	35	captured	capture	VERB
fcis-24300	97	36	the	the	DET
fcis-24300	97	37	real	real	ADJ
fcis-24300	97	38	-	-	PUNCT
fcis-24300	97	39	time	time	NOUN
fcis-24300	97	40	status	status	NOUN
fcis-24300	97	41	of	of	ADP
fcis-24300	97	42	leaves	leave	NOUN
fcis-24300	97	43	,	,	PUNCT
fcis-24300	97	44	fruits	fruit	NOUN
fcis-24300	97	45	and	and	CCONJ
fcis-24300	97	46	diseases	disease	NOUN
fcis-24300	97	47	and	and	CCONJ
fcis-24300	97	48	pests	pest	NOUN
fcis-24300	97	49	.	.	PUNCT
fcis-24300	98	1	in	in	ADP
fcis-24300	98	2	the	the	DET
fcis-24300	98	3	data	datum	NOUN
fcis-24300	98	4	preprocessing	preprocessing	NOUN
fcis-24300	98	5	and	and	CCONJ
fcis-24300	98	6	feature	feature	NOUN
fcis-24300	98	7	extraction	extraction	NOUN
fcis-24300	98	8	links	link	NOUN
fcis-24300	98	9	,	,	PUNCT
fcis-24300	98	10	the	the	DET
fcis-24300	98	11	collected	collect	VERB
fcis-24300	98	12	soil	soil	NOUN
fcis-24300	98	13	data	datum	NOUN
fcis-24300	98	14	were	be	AUX
fcis-24300	98	15	strictly	strictly	ADV
fcis-24300	98	16	cleaned	clean	VERB
fcis-24300	98	17	to	to	PART
fcis-24300	98	18	remove	remove	VERB
fcis-24300	98	19	outliers	outlier	NOUN
fcis-24300	98	20	and	and	CCONJ
fcis-24300	98	21	noise	noise	NOUN
fcis-24300	98	22	interference	interference	NOUN
fcis-24300	98	23	,	,	PUNCT
fcis-24300	98	24	and	and	CCONJ
fcis-24300	98	25	normalized	normalize	VERB
fcis-24300	98	26	to	to	PART
fcis-24300	98	27	ensure	ensure	VERB
fcis-24300	98	28	the	the	DET
fcis-24300	98	29	consistency	consistency	NOUN
fcis-24300	98	30	and	and	CCONJ
fcis-24300	98	31	comparability	comparability	NOUN
fcis-24300	98	32	of	of	ADP
fcis-24300	98	33	the	the	DET
fcis-24300	98	34	data	datum	NOUN
fcis-24300	98	35	.	.	PUNCT
fcis-24300	99	1	data	datum	NOUN
fcis-24300	99	2	normalization	normalization	PROPN
fcis-24300	99	3	:	:	PUNCT
fcis-24300	99	4	normalize	normalize	VERB
fcis-24300	99	5	the	the	DET
fcis-24300	99	6	data	datum	NOUN
fcis-24300	99	7	to	to	ADP
fcis-24300	99	8	the	the	DET
fcis-24300	99	9	[	[	X
fcis-24300	99	10	0	0	NUM
fcis-24300	99	11	,	,	PUNCT
fcis-24300	99	12	1	1	NUM
fcis-24300	99	13	]	]	PUNCT
fcis-24300	99	14	interval	interval	NOUN
fcis-24300	99	15	,	,	PUNCT
fcis-24300	99	16	the	the	DET
fcis-24300	99	17	equation	equation	NOUN
fcis-24300	99	18	is	be	AUX
fcis-24300	99	19	as	as	SCONJ
fcis-24300	99	20	follows	follow	VERB
fcis-24300	99	21	:	:	PUNCT
fcis-24300	99	22	for	for	ADP
fcis-24300	99	23	the	the	DET
fcis-24300	99	24	image	image	NOUN
fcis-24300	99	25	data	datum	NOUN
fcis-24300	99	26	,	,	PUNCT
fcis-24300	99	27	a	a	DET
fcis-24300	99	28	series	series	NOUN
fcis-24300	99	29	of	of	ADP
fcis-24300	99	30	preprocessing	preprocesse	VERB
fcis-24300	99	31	steps	step	NOUN
fcis-24300	99	32	such	such	ADJ
fcis-24300	99	33	as	as	ADP
fcis-24300	99	34	denoising	denoising	NOUN
fcis-24300	99	35	,	,	PUNCT
fcis-24300	99	36	enhancement	enhancement	NOUN
fcis-24300	99	37	,	,	PUNCT
fcis-24300	99	38	and	and	CCONJ
fcis-24300	99	39	segmentation	segmentation	NOUN
fcis-24300	99	40	were	be	AUX
fcis-24300	99	41	used	use	VERB
fcis-24300	99	42	to	to	PART
fcis-24300	99	43	effectively	effectively	ADV
fcis-24300	99	44	improve	improve	VERB
fcis-24300	99	45	the	the	DET
fcis-24300	99	46	image	image	NOUN
fcis-24300	99	47	quality	quality	NOUN
fcis-24300	99	48	,	,	PUNCT
fcis-24300	99	49	and	and	CCONJ
fcis-24300	99	50	key	key	ADJ
fcis-24300	99	51	features	feature	NOUN
fcis-24300	99	52	such	such	ADJ
fcis-24300	99	53	as	as	ADP
fcis-24300	99	54	color	color	NOUN
fcis-24300	99	55	,	,	PUNCT
fcis-24300	99	56	texture	texture	NOUN
fcis-24300	99	57	,	,	PUNCT
fcis-24300	99	58	shape	shape	NOUN
fcis-24300	99	59	,	,	PUNCT
fcis-24300	99	60	pests	pest	NOUN
fcis-24300	99	61	and	and	CCONJ
fcis-24300	99	62	diseases	disease	NOUN
fcis-24300	99	63	of	of	ADP
fcis-24300	99	64	leaves	leave	NOUN
fcis-24300	99	65	were	be	AUX
fcis-24300	99	66	successfully	successfully	ADV
fcis-24300	99	67	extracted	extract	VERB
fcis-24300	99	68	.	.	PUNCT
fcis-24300	100	1	using	use	VERB
fcis-24300	100	2	feature	feature	NOUN
fcis-24300	100	3	engineering	engineering	NOUN
fcis-24300	100	4	technology	technology	NOUN
fcis-24300	100	5	,	,	PUNCT
fcis-24300	100	6	the	the	DET
fcis-24300	100	7	most	most	ADV
fcis-24300	100	8	representative	representative	ADJ
fcis-24300	100	9	key	key	ADJ
fcis-24300	100	10	features	feature	NOUN
fcis-24300	100	11	are	be	AUX
fcis-24300	100	12	extracted	extract	VERB
fcis-24300	100	13	from	from	ADP
fcis-24300	100	14	soil	soil	NOUN
fcis-24300	100	15	data	datum	NOUN
fcis-24300	100	16	and	and	CCONJ
fcis-24300	100	17	image	image	NOUN
fcis-24300	100	18	data	datum	NOUN
fcis-24300	100	19	,	,	PUNCT
fcis-24300	100	20	and	and	CCONJ
fcis-24300	100	21	feature	feature	NOUN
fcis-24300	100	22	vectors	vector	NOUN
fcis-24300	100	23	are	be	AUX
fcis-24300	100	24	constructed	construct	VERB
fcis-24300	100	25	,	,	PUNCT
fcis-24300	100	26	which	which	PRON
fcis-24300	100	27	lays	lay	VERB
fcis-24300	100	28	a	a	DET
fcis-24300	100	29	solid	solid	ADJ
fcis-24300	100	30	foundation	foundation	NOUN
fcis-24300	100	31	for	for	ADP
fcis-24300	100	32	subsequent	subsequent	ADJ
fcis-24300	100	33	model	model	NOUN
fcis-24300	100	34	training	training	NOUN
fcis-24300	100	35	and	and	CCONJ
fcis-24300	100	36	analysis	analysis	NOUN
fcis-24300	100	37	.	.	PUNCT
fcis-24300	101	1	4	4	X
fcis-24300	101	2	.	.	PUNCT
fcis-24300	101	3	model	model	NOUN
fcis-24300	101	4	training	training	NOUN
fcis-24300	101	5	and	and	CCONJ
fcis-24300	101	6	evaluation	evaluation	NOUN
fcis-24300	101	7	4.1	4.1	NUM
fcis-24300	101	8	.	.	PUNCT
fcis-24300	102	1	model	model	NOUN
fcis-24300	102	2	training	training	NOUN
fcis-24300	102	3	this	this	DET
fcis-24300	102	4	section	section	NOUN
fcis-24300	102	5	introduces	introduce	VERB
fcis-24300	102	6	the	the	DET
fcis-24300	102	7	training	training	NOUN
fcis-24300	102	8	process	process	NOUN
fcis-24300	102	9	of	of	ADP
fcis-24300	102	10	machine	machine	NOUN
fcis-24300	102	11	learning	learning	NOUN
fcis-24300	102	12	and	and	CCONJ
fcis-24300	102	13	deep	deep	ADJ
fcis-24300	102	14	learning	learning	NOUN
fcis-24300	102	15	models	model	NOUN
fcis-24300	102	16	in	in	ADP
fcis-24300	102	17	detail	detail	NOUN
fcis-24300	102	18	,	,	PUNCT
fcis-24300	102	19	including	include	VERB
fcis-24300	102	20	steps	step	NOUN
fcis-24300	102	21	such	such	ADJ
fcis-24300	102	22	as	as	ADP
fcis-24300	102	23	algorithm	algorithm	NOUN
fcis-24300	102	24	selection	selection	NOUN
fcis-24300	102	25	,	,	PUNCT
fcis-24300	102	26	data	datum	NOUN
fcis-24300	102	27	preprocessing	preprocessing	NOUN
fcis-24300	102	28	,	,	PUNCT
fcis-24300	102	29	model	model	NOUN
fcis-24300	102	30	training	training	NOUN
fcis-24300	102	31	and	and	CCONJ
fcis-24300	102	32	parameter	parameter	NOUN
fcis-24300	102	33	tuning	tuning	NOUN
fcis-24300	102	34	,	,	PUNCT
fcis-24300	102	35	and	and	CCONJ
fcis-24300	102	36	model	model	NOUN
fcis-24300	102	37	evaluation	evaluation	NOUN
fcis-24300	102	38	.	.	PUNCT
fcis-24300	103	1	a	a	DET
fcis-24300	103	2	random	random	ADJ
fcis-24300	103	3	forest	forest	NOUN
fcis-24300	103	4	model	model	NOUN
fcis-24300	103	5	for	for	ADP
fcis-24300	103	6	water	water	NOUN
fcis-24300	103	7	and	and	CCONJ
fcis-24300	103	8	fertilizer	fertilizer	NOUN
fcis-24300	103	9	management	management	NOUN
fcis-24300	103	10	and	and	CCONJ
fcis-24300	103	11	a	a	DET
fcis-24300	103	12	cnn	cnn	PROPN
fcis-24300	103	13	model	model	NOUN
fcis-24300	103	14	for	for	ADP
fcis-24300	103	15	image	image	NOUN
fcis-24300	103	16	recognition	recognition	NOUN
fcis-24300	103	17	are	be	AUX
fcis-24300	103	18	specifically	specifically	ADV
fcis-24300	103	19	described	describe	VERB
fcis-24300	103	20	.	.	PUNCT
fcis-24300	104	1	(	(	PUNCT
fcis-24300	104	2	1	1	X
fcis-24300	104	3	)	)	PUNCT
fcis-24300	104	4	random	random	ADJ
fcis-24300	104	5	forest	forest	NOUN
fcis-24300	104	6	model	model	NOUN
fcis-24300	104	7	training	training	NOUN
fcis-24300	104	8	and	and	CCONJ
fcis-24300	104	9	evaluation	evaluation	NOUN
fcis-24300	104	10	random	random	ADJ
fcis-24300	104	11	forest	forest	NOUN
fcis-24300	104	12	is	be	AUX
fcis-24300	104	13	an	an	DET
fcis-24300	104	14	ensemble	ensemble	ADJ
fcis-24300	104	15	learning	learning	NOUN
fcis-24300	104	16	method	method	NOUN
fcis-24300	104	17	that	that	PRON
fcis-24300	104	18	improves	improve	VERB
fcis-24300	104	19	the	the	DET
fcis-24300	104	20	accuracy	accuracy	NOUN
fcis-24300	104	21	and	and	CCONJ
fcis-24300	104	22	stability	stability	NOUN
fcis-24300	104	23	of	of	ADP
fcis-24300	104	24	the	the	DET
fcis-24300	104	25	model	model	NOUN
fcis-24300	104	26	by	by	ADP
fcis-24300	104	27	constructing	construct	VERB
fcis-24300	104	28	multiple	multiple	ADJ
fcis-24300	104	29	decision	decision	NOUN
fcis-24300	104	30	trees	tree	NOUN
fcis-24300	104	31	and	and	CCONJ
fcis-24300	104	32	taking	take	VERB
fcis-24300	104	33	the	the	DET
fcis-24300	104	34	average	average	ADJ
fcis-24300	104	35	or	or	CCONJ
fcis-24300	104	36	majority	majority	NOUN
fcis-24300	104	37	voting	voting	NOUN
fcis-24300	104	38	results	result	NOUN
fcis-24300	104	39	.	.	PUNCT
fcis-24300	105	1	the	the	DET
fcis-24300	105	2	algorithm	algorithm	NOUN
fcis-24300	105	3	is	be	AUX
fcis-24300	105	4	suitable	suitable	ADJ
fcis-24300	105	5	for	for	ADP
fcis-24300	105	6	regression	regression	NOUN
fcis-24300	105	7	analysis	analysis	NOUN
fcis-24300	105	8	of	of	ADP
fcis-24300	105	9	environmental	environmental	ADJ
fcis-24300	105	10	data	datum	NOUN
fcis-24300	105	11	and	and	CCONJ
fcis-24300	105	12	crop	crop	NOUN
fcis-24300	105	13	data	datum	NOUN
fcis-24300	105	14	.	.	PUNCT
fcis-24300	106	1	the	the	DET
fcis-24300	106	2	equation	equation	NOUN
fcis-24300	106	3	is	be	AUX
fcis-24300	106	4	as	as	SCONJ
fcis-24300	106	5	follows	follow	VERB
fcis-24300	106	6	:	:	PUNCT
fcis-24300	106	7	is	be	AUX
fcis-24300	106	8	the	the	DET
fcis-24300	106	9	prediction	prediction	NOUN
fcis-24300	106	10	result	result	NOUN
fcis-24300	106	11	,	,	PUNCT
fcis-24300	106	12	n	n	PRON
fcis-24300	106	13	is	be	AUX
fcis-24300	106	14	the	the	DET
fcis-24300	106	15	number	number	NOUN
fcis-24300	106	16	of	of	ADP
fcis-24300	106	17	decision	decision	NOUN
fcis-24300	106	18	trees	tree	NOUN
fcis-24300	106	19	,	,	PUNCT
fcis-24300	106	20	and	and	CCONJ
fcis-24300	106	21	fi(x	fi(x	NUM
fcis-24300	106	22	)	)	PUNCT
fcis-24300	106	23	is	be	AUX
fcis-24300	106	24	the	the	DET
fcis-24300	106	25	prediction	prediction	NOUN
fcis-24300	106	26	value	value	NOUN
fcis-24300	106	27	of	of	ADP
fcis-24300	106	28	the	the	DET
fcis-24300	106	29	i	i	PROPN
fcis-24300	106	30	-	-	PUNCT
fcis-24300	106	31	th	th	VERB
fcis-24300	106	32	decision	decision	NOUN
fcis-24300	106	33	tree	tree	NOUN
fcis-24300	106	34	.	.	PUNCT
fcis-24300	107	1	the	the	DET
fcis-24300	107	2	data	datum	NOUN
fcis-24300	107	3	were	be	AUX
fcis-24300	107	4	divided	divide	VERB
fcis-24300	107	5	into	into	ADP
fcis-24300	107	6	training	training	NOUN
fcis-24300	107	7	set	set	NOUN
fcis-24300	107	8	(	(	PUNCT
fcis-24300	107	9	70	70	NUM
fcis-24300	107	10	%	%	NOUN
fcis-24300	107	11	)	)	PUNCT
fcis-24300	107	12	,	,	PUNCT
fcis-24300	107	13	validation	validation	NOUN
fcis-24300	107	14	set	set	NOUN
fcis-24300	107	15	(	(	PUNCT
fcis-24300	107	16	15	15	NUM
fcis-24300	107	17	%	%	NOUN
fcis-24300	107	18	)	)	PUNCT
fcis-24300	107	19	,	,	PUNCT
fcis-24300	107	20	and	and	CCONJ
fcis-24300	107	21	test	test	NOUN
fcis-24300	107	22	set	set	VERB
fcis-24300	107	23	(	(	PUNCT
fcis-24300	107	24	15	15	NUM
fcis-24300	107	25	%	%	NOUN
fcis-24300	107	26	)	)	PUNCT
fcis-24300	107	27	.	.	PUNCT
fcis-24300	108	1	model	model	NOUN
fcis-24300	108	2	construction	construction	NOUN
fcis-24300	108	3	:	:	PUNCT
fcis-24300	108	4	build	build	VERB
fcis-24300	108	5	a	a	DET
fcis-24300	108	6	random	random	ADJ
fcis-24300	108	7	forest	forest	NOUN
fcis-24300	108	8	model	model	NOUN
fcis-24300	108	9	using	use	VERB
fcis-24300	108	10	random	random	ADJ
fcis-24300	108	11	forest	forest	NOUN
fcis-24300	108	12	regressor	regressor	NOUN
fcis-24300	108	13	from	from	ADP
fcis-24300	108	14	the	the	DET
fcis-24300	108	15	scikit	scikit	NOUN
fcis-24300	108	16	-	-	PUNCT
fcis-24300	108	17	learn	learn	NOUN
fcis-24300	108	18	library	library	NOUN
fcis-24300	108	19	,	,	PUNCT
fcis-24300	108	20	setting	set	VERB
fcis-24300	108	21	the	the	DET
fcis-24300	108	22	number	number	NOUN
fcis-24300	108	23	of	of	ADP
fcis-24300	108	24	decision	decision	NOUN
fcis-24300	108	25	trees	tree	NOUN
fcis-24300	108	26	to	to	ADP
fcis-24300	108	27	100	100	NUM
fcis-24300	108	28	,	,	PUNCT
fcis-24300	108	29	the	the	DET
fcis-24300	108	30	maximum	maximum	ADJ
fcis-24300	108	31	depth	depth	NOUN
fcis-24300	108	32	to	to	ADP
fcis-24300	108	33	10	10	NUM
fcis-24300	108	34	,	,	PUNCT
fcis-24300	108	35	and	and	CCONJ
fcis-24300	108	36	the	the	DET
fcis-24300	108	37	minimum	minimum	ADJ
fcis-24300	108	38	number	number	NOUN
fcis-24300	108	39	of	of	ADP
fcis-24300	108	40	sample	sample	NOUN
fcis-24300	108	41	splits	split	VERB
fcis-24300	108	42	to	to	ADP
fcis-24300	108	43	2	2	NUM
fcis-24300	108	44	.	.	PUNCT
fcis-24300	108	45	model	model	NOUN
fcis-24300	108	46	training	training	NOUN
fcis-24300	108	47	:	:	PUNCT
fcis-24300	108	48	train	train	VERB
fcis-24300	108	49	the	the	DET
fcis-24300	108	50	model	model	NOUN
fcis-24300	108	51	using	use	VERB
fcis-24300	108	52	the	the	DET
fcis-24300	108	53	training	training	NOUN
fcis-24300	108	54	set	set	NOUN
fcis-24300	108	55	.	.	PUNCT
fcis-24300	109	1	here	here	ADV
fcis-24300	109	2	's	be	AUX
fcis-24300	109	3	the	the	DET
fcis-24300	109	4	code	code	NOUN
fcis-24300	109	5	:	:	PUNCT
fcis-24300	109	6	from	from	ADP
fcis-24300	109	7	sklearn.ensemble	sklearn.ensemble	ADJ
fcis-24300	109	8	import	import	NOUN
fcis-24300	109	9	random	random	ADJ
fcis-24300	109	10	forest	forest	NOUN
fcis-24300	109	11	regressof	regressof	NOUN
fcis-24300	109	12	from	from	ADP
fcis-24300	109	13	sklearnmodel	sklearnmodel	PROPN
fcis-24300	109	14	_	_	PUNCT
fcis-24300	109	15	selection	selection	NOUN
fcis-24300	109	16	import	import	NOUN
fcis-24300	109	17	train	train	NOUN
fcis-24300	109	18	_	_	DET
fcis-24300	109	19	test	test	NOUN
fcis-24300	109	20	spkit	spkit	NOUN
fcis-24300	109	21	#	#	NOUN
fcis-24300	109	22	data	datum	NOUN
fcis-24300	109	23	partitioning	partition	VERB
fcis-24300	109	24	x_train	x_train	PROPN
fcis-24300	109	25	,	,	PUNCT
fcis-24300	109	26	x_val	x_val	PROPN
fcis-24300	109	27	,	,	PUNCT
fcis-24300	109	28	y_train	y_train	X
fcis-24300	109	29	,	,	PUNCT
fcis-24300	109	30	y_val	y_val	PROPN
fcis-24300	109	31	=	=	SYM
fcis-24300	109	32	train_test_split(x	train_test_split(x	PROPN
fcis-24300	109	33	,	,	PUNCT
fcis-24300	109	34	y	y	PROPN
fcis-24300	109	35	,	,	PUNCT
fcis-24300	109	36	test_size=0.3,random_state=42	test_size=0.3,random_state=42	NOUN
fcis-24300	109	37	)	)	PUNCT
fcis-24300	109	38	#	#	NOUN
fcis-24300	109	39	modelbuilding	modelbuilding	NOUN
fcis-24300	109	40	rf	rf	NOUN
fcis-24300	109	41	=	=	VERB
fcis-24300	109	42	randomforestregressor(n_estimators=100,max_dept	randomforestregressor(n_estimators=100,max_dept	VERB
fcis-24300	109	43	h=10,min_samples_split=2	h=10,min_samples_split=2	PROPN
fcis-24300	109	44	,	,	PUNCT
fcis-24300	109	45	random_state=42	random_state=42	NOUN
fcis-24300	109	46	)	)	PUNCT
fcis-24300	109	47	#	#	NOUN
fcis-24300	109	48	modeltraining	modeltraining	NOUN
fcis-24300	109	49	rf.fit(x_train	rf.fit(x_train	PROPN
fcis-24300	109	50	,	,	PUNCT
fcis-24300	109	51	y_train	y_train	NOUN
fcis-24300	109	52	)	)	PUNCT
fcis-24300	109	53	parameter	parameter	NOUN
fcis-24300	109	54	tuning	tuning	NOUN
fcis-24300	109	55	:	:	PUNCT
fcis-24300	109	56	optimize	optimize	VERB
fcis-24300	109	57	parameters	parameter	NOUN
fcis-24300	109	58	through	through	ADP
fcis-24300	109	59	grid	grid	NOUN
fcis-24300	109	60	search	search	NOUN
fcis-24300	109	61	and	and	CCONJ
fcis-24300	109	62	select	select	VERB
fcis-24300	109	63	the	the	DET
fcis-24300	109	64	optimal	optimal	ADJ
fcis-24300	109	65	parameter	parameter	NOUN
fcis-24300	109	66	combination	combination	NOUN
fcis-24300	109	67	.	.	PUNCT
fcis-24300	110	1	about	about	ADP
fcis-24300	110	2	the	the	DET
fcis-24300	110	3	code	code	NOUN
fcis-24300	110	4	:	:	PUNCT
fcis-24300	110	5	from	from	ADP
fcis-24300	110	6	sklearn.model_selection	sklearn.model_selection	NOUN
fcis-24300	110	7	import	import	NOUN
fcis-24300	110	8	gridsearchcv	gridsearchcv	NOUN
fcis-24300	110	9	#	#	NOUN
fcis-24300	110	10	define	define	VERB
fcis-24300	110	11	a	a	DET
fcis-24300	110	12	parameter	parameter	NOUN
fcis-24300	110	13	grid	grid	NOUN
fcis-24300	110	14	param_grid=｛	param_grid=｛	PROPN
fcis-24300	110	15	n_estimators	n_estimator	NOUN
fcis-24300	110	16	'	'	PUNCT
fcis-24300	110	17	:	:	PUNCT
fcis-24300	111	1	[	[	X
fcis-24300	111	2	50	50	NUM
fcis-24300	111	3	,	,	PUNCT
fcis-24300	111	4	100	100	NUM
fcis-24300	111	5	,	,	PUNCT
fcis-24300	111	6	150	150	NUM
fcis-24300	111	7	]	]	PUNCT
fcis-24300	111	8	,	,	PUNCT
fcis-24300	111	9	max_depth	max_depth	NOUN
fcis-24300	111	10	'	'	PUNCT
fcis-24300	111	11	:	:	PUNCT
fcis-24300	112	1	[	[	X
fcis-24300	112	2	10	10	NUM
fcis-24300	112	3	,	,	PUNCT
fcis-24300	112	4	15	15	NUM
fcis-24300	112	5	,	,	PUNCT
fcis-24300	112	6	20	20	NUM
fcis-24300	112	7	]	]	PUNCT
fcis-24300	112	8	,	,	PUNCT
fcis-24300	112	9	min_samples	min_sample	VERB
fcis-24300	112	10	split	split	VERB
fcis-24300	112	11	'	'	PUNCT
fcis-24300	112	12	:	:	PUNCT
fcis-24300	113	1	[	[	X
fcis-24300	113	2	2	2	NUM
fcis-24300	113	3	,	,	PUNCT
fcis-24300	113	4	5	5	NUM
fcis-24300	113	5	,	,	PUNCT
fcis-24300	113	6	10	10	NUM
fcis-24300	113	7	]	]	PUNCT
fcis-24300	113	8	｝	｝	ADJ
fcis-24300	113	9	#	#	NOUN
fcis-24300	113	10	grid	grid	NOUN
fcis-24300	113	11	search	search	NOUN
fcis-24300	113	12	grid_search	grid_search	NOUN
fcis-24300	113	13	=	=	NOUN
fcis-24300	113	14	gridsearchcv(estimator	gridsearchcv(estimator	NOUN
fcis-24300	113	15	=	=	SYM
fcis-24300	113	16	rf	rf	NOUN
fcis-24300	113	17	,	,	PUNCT
fcis-24300	113	18	param_grid	param_grid	NOUN
fcis-24300	113	19	=	=	SYM
fcis-24300	113	20	param_grid	param_grid	ADJ
fcis-24300	113	21	,	,	PUNCT
fcis-24300	113	22	cv=3	cv=3	PROPN
fcis-24300	113	23	,	,	PUNCT
fcis-24300	113	24	n_jobs=-1	n_jobs=-1	PROPN
fcis-24300	113	25	,	,	PUNCT
fcis-24300	113	26	verbose=2	verbose=2	NOUN
fcis-24300	113	27	)	)	PUNCT
fcis-24300	113	28	grid_search.fit(x_train	grid_search.fit(x_train	PROPN
fcis-24300	113	29	,	,	PUNCT
fcis-24300	113	30	y_train	y_train	X
fcis-24300	113	31	)	)	PUNCT
fcis-24300	113	32	#	#	NOUN
fcis-24300	113	33	optimal	optimal	ADJ
fcis-24300	113	34	parameters	parameter	NOUN
fcis-24300	113	35	best_params	best_param	NOUN
fcis-24300	113	36	=	=	PUNCT
fcis-24300	114	1	grid_search.best_params	grid_search.best_param	NOUN
fcis-24300	114	2	_	_	NOUN
fcis-24300	114	3	the	the	DET
fcis-24300	114	4	validation	validation	NOUN
fcis-24300	114	5	set	set	NOUN
fcis-24300	114	6	was	be	AUX
fcis-24300	114	7	used	use	VERB
fcis-24300	114	8	to	to	PART
fcis-24300	114	9	evaluate	evaluate	VERB
fcis-24300	114	10	the	the	DET
fcis-24300	114	11	model	model	NOUN
fcis-24300	114	12	performance	performance	NOUN
fcis-24300	114	13	,	,	PUNCT
fcis-24300	114	14	and	and	CCONJ
fcis-24300	114	15	the	the	DET
fcis-24300	114	16	mean	mean	ADJ
fcis-24300	114	17	square	square	ADJ
fcis-24300	114	18	error	error	NOUN
fcis-24300	114	19	(	(	PUNCT
fcis-24300	114	20	mse	mse	NOUN
fcis-24300	114	21	)	)	PUNCT
fcis-24300	114	22	and	and	CCONJ
fcis-24300	114	23	the	the	DET
fcis-24300	114	24	coefficient	coefficient	NOUN
fcis-24300	114	25	of	of	ADP
fcis-24300	114	26	determination	determination	NOUN
fcis-24300	114	27	(	(	PUNCT
fcis-24300	114	28	r2	r2	PROPN
fcis-24300	114	29	)	)	PUNCT
fcis-24300	114	30	were	be	AUX
fcis-24300	114	31	used	use	VERB
fcis-24300	114	32	to	to	PART
fcis-24300	114	33	measure	measure	VERB
fcis-24300	114	34	the	the	DET
fcis-24300	114	35	model	model	NOUN
fcis-24300	114	36	prediction	prediction	NOUN
fcis-24300	114	37	accuracy	accuracy	NOUN
fcis-24300	114	38	.	.	PUNCT
fcis-24300	115	1	the	the	DET
fcis-24300	115	2	equation	equation	NOUN
fcis-24300	115	3	is	be	AUX
fcis-24300	115	4	as	as	SCONJ
fcis-24300	115	5	follows	follow	VERB
fcis-24300	115	6	:	:	PUNCT
fcis-24300	115	7	the	the	DET
fcis-24300	115	8	performance	performance	NOUN
fcis-24300	115	9	of	of	ADP
fcis-24300	115	10	the	the	DET
fcis-24300	115	11	random	random	ADJ
fcis-24300	115	12	forest	forest	NOUN
fcis-24300	115	13	model	model	NOUN
fcis-24300	115	14	is	be	AUX
fcis-24300	115	15	evaluated	evaluate	VERB
fcis-24300	115	16	on	on	ADP
fcis-24300	115	17	the	the	DET
fcis-24300	115	18	test	test	NOUN
fcis-24300	115	19	set	set	NOUN
fcis-24300	115	20	,	,	PUNCT
fcis-24300	115	21	and	and	CCONJ
fcis-24300	115	22	the	the	DET
fcis-24300	115	23	prediction	prediction	NOUN
fcis-24300	115	24	error	error	NOUN
fcis-24300	115	25	and	and	CCONJ
fcis-24300	115	26	coefficient	coefficient	NOUN
fcis-24300	115	27	of	of	ADP
fcis-24300	115	28	determination	determination	NOUN
fcis-24300	115	29	(	(	PUNCT
fcis-24300	115	30	r2r^2r2	r2r^2r2	X
fcis-24300	115	31	)	)	PUNCT
fcis-24300	115	32	are	be	AUX
fcis-24300	115	33	calculated	calculate	VERB
fcis-24300	115	34	.	.	PUNCT
fcis-24300	116	1	the	the	DET
fcis-24300	116	2	evaluation	evaluation	NOUN
fcis-24300	116	3	results	result	NOUN
fcis-24300	116	4	show	show	VERB
fcis-24300	116	5	that	that	SCONJ
fcis-24300	116	6	the	the	DET
fcis-24300	116	7	mse	mse	NOUN
fcis-24300	116	8	of	of	ADP
fcis-24300	116	9	the	the	DET
fcis-24300	116	10	random	random	ADJ
fcis-24300	116	11	forest	forest	NOUN
fcis-24300	116	12	model	model	NOUN
fcis-24300	116	13	is	be	AUX
fcis-24300	116	14	0.015	0.015	NUM
fcis-24300	116	15	and	and	CCONJ
fcis-24300	116	16	the	the	DET
fcis-24300	116	17	coefficient	coefficient	NOUN
fcis-24300	116	18	of	of	ADP
fcis-24300	116	19	determination	determination	NOUN
fcis-24300	116	20	(	(	PUNCT
fcis-24300	116	21	r2r^2r2	r2r^2r2	X
fcis-24300	116	22	)	)	PUNCT
fcis-24300	116	23	is	be	AUX
fcis-24300	116	24	0.92	0.92	NUM
fcis-24300	116	25	,	,	PUNCT
fcis-24300	116	26	indicating	indicate	VERB
fcis-24300	116	27	that	that	SCONJ
fcis-24300	116	28	the	the	DET
fcis-24300	116	29	model	model	NOUN
fcis-24300	116	30	has	have	VERB
fcis-24300	116	31	high	high	ADJ
fcis-24300	116	32	prediction	prediction	NOUN
fcis-24300	116	33	accuracy	accuracy	NOUN
fcis-24300	116	34	.	.	PUNCT
fcis-24300	117	1	4.2	4.2	NUM
fcis-24300	117	2	.	.	PUNCT
fcis-24300	118	1	cnn	cnn	PROPN
fcis-24300	118	2	model	model	NOUN
fcis-24300	118	3	training	training	NOUN
fcis-24300	118	4	and	and	CCONJ
fcis-24300	118	5	evaluation	evaluation	NOUN
fcis-24300	118	6	cnn	cnn	PROPN
fcis-24300	118	7	is	be	AUX
fcis-24300	118	8	a	a	DET
fcis-24300	118	9	deep	deep	ADJ
fcis-24300	118	10	learning	learning	NOUN
fcis-24300	118	11	model	model	NOUN
fcis-24300	118	12	especially	especially	ADV
fcis-24300	118	13	suitable	suitable	ADJ
fcis-24300	118	14	for	for	ADP
fcis-24300	118	15	image	image	NOUN
fcis-24300	118	16	data	datum	NOUN
fcis-24300	118	17	processing	processing	NOUN
fcis-24300	118	18	.	.	PUNCT
fcis-24300	119	1	its	its	PRON
fcis-24300	119	2	main	main	ADJ
fcis-24300	119	3	structures	structure	NOUN
fcis-24300	119	4	include	include	VERB
fcis-24300	119	5	convolutional	convolutional	ADJ
fcis-24300	119	6	layer	layer	NOUN
fcis-24300	119	7	,	,	PUNCT
fcis-24300	119	8	pooling	pool	VERB
fcis-24300	119	9	layer	layer	NOUN
fcis-24300	119	10	and	and	CCONJ
fcis-24300	119	11	fully	fully	ADV
fcis-24300	119	12	connected	connect	VERB
fcis-24300	119	13	layer	layer	NOUN
fcis-24300	119	14	.	.	PUNCT
fcis-24300	120	1	the	the	DET
fcis-24300	120	2	convolution	convolution	NOUN
fcis-24300	120	3	operation	operation	NOUN
fcis-24300	120	4	equation	equation	NOUN
fcis-24300	120	5	is	be	AUX
fcis-24300	120	6	as	as	SCONJ
fcis-24300	120	7	follows	follow	VERB
fcis-24300	120	8	:	:	PUNCT
fcis-24300	120	9	74	74	NUM
fcis-24300	120	10	where	where	SCONJ
fcis-24300	120	11	i	i	PRON
fcis-24300	120	12	is	be	AUX
fcis-24300	120	13	the	the	DET
fcis-24300	120	14	input	input	NOUN
fcis-24300	120	15	image	image	NOUN
fcis-24300	120	16	,	,	PUNCT
fcis-24300	120	17	k	k	PROPN
fcis-24300	120	18	is	be	AUX
fcis-24300	120	19	the	the	DET
fcis-24300	120	20	convolution	convolution	NOUN
fcis-24300	120	21	kernel	kernel	NOUN
fcis-24300	120	22	,	,	PUNCT
fcis-24300	120	23	and	and	CCONJ
fcis-24300	120	24	(	(	PUNCT
fcis-24300	120	25	x	x	X
fcis-24300	120	26	,	,	PUNCT
fcis-24300	120	27	y	y	NOUN
fcis-24300	120	28	)	)	PUNCT
fcis-24300	120	29	is	be	AUX
fcis-24300	120	30	the	the	DET
fcis-24300	120	31	output	output	NOUN
fcis-24300	120	32	position	position	NOUN
fcis-24300	120	33	.	.	PUNCT
fcis-24300	121	1	data	datum	NOUN
fcis-24300	121	2	preprocessing	preprocesse	VERB
fcis-24300	121	3	to	to	PART
fcis-24300	121	4	expand	expand	VERB
fcis-24300	121	5	the	the	DET
fcis-24300	121	6	training	training	NOUN
fcis-24300	121	7	dataset	dataset	VERB
fcis-24300	121	8	by	by	ADP
fcis-24300	121	9	rotation	rotation	NOUN
fcis-24300	121	10	,	,	PUNCT
fcis-24300	121	11	scaling	scaling	NOUN
fcis-24300	121	12	,	,	PUNCT
fcis-24300	121	13	translation	translation	NOUN
fcis-24300	121	14	and	and	CCONJ
fcis-24300	121	15	other	other	ADJ
fcis-24300	121	16	methods	method	NOUN
fcis-24300	121	17	to	to	PART
fcis-24300	121	18	increase	increase	VERB
fcis-24300	121	19	the	the	DET
fcis-24300	121	20	robustness	robustness	NOUN
fcis-24300	121	21	of	of	ADP
fcis-24300	121	22	the	the	DET
fcis-24300	121	23	model	model	NOUN
fcis-24300	121	24	.	.	PUNCT
fcis-24300	122	1	image	image	NOUN
fcis-24300	122	2	processing	processing	NOUN
fcis-24300	122	3	methods	method	NOUN
fcis-24300	122	4	include	include	VERB
fcis-24300	122	5	denoising	denoise	VERB
fcis-24300	122	6	(	(	PUNCT
fcis-24300	122	7	gaussian	gaussian	ADJ
fcis-24300	122	8	filtering	filtering	NOUN
fcis-24300	122	9	)	)	PUNCT
fcis-24300	122	10	,	,	PUNCT
fcis-24300	122	11	image	image	NOUN
fcis-24300	122	12	enhancement	enhancement	NOUN
fcis-24300	122	13	(	(	PUNCT
fcis-24300	122	14	adjusting	adjust	VERB
fcis-24300	122	15	contrast	contrast	NOUN
fcis-24300	122	16	and	and	CCONJ
fcis-24300	122	17	brightness	brightness	NOUN
fcis-24300	122	18	)	)	PUNCT
fcis-24300	122	19	,	,	PUNCT
fcis-24300	122	20	and	and	CCONJ
fcis-24300	122	21	image	image	NOUN
fcis-24300	122	22	segmentation	segmentation	NOUN
fcis-24300	122	23	(	(	PUNCT
fcis-24300	122	24	threshold	threshold	NOUN
fcis-24300	122	25	segmentation	segmentation	NOUN
fcis-24300	122	26	algorithm	algorithm	NOUN
fcis-24300	122	27	)	)	PUNCT
fcis-24300	122	28	.	.	PUNCT
fcis-24300	123	1	the	the	DET
fcis-24300	123	2	data	datum	NOUN
fcis-24300	123	3	were	be	AUX
fcis-24300	123	4	divided	divide	VERB
fcis-24300	123	5	into	into	ADP
fcis-24300	123	6	training	training	NOUN
fcis-24300	123	7	set	set	NOUN
fcis-24300	123	8	(	(	PUNCT
fcis-24300	123	9	70	70	NUM
fcis-24300	123	10	%	%	NOUN
fcis-24300	123	11	)	)	PUNCT
fcis-24300	123	12	,	,	PUNCT
fcis-24300	123	13	validation	validation	NOUN
fcis-24300	123	14	set	set	NOUN
fcis-24300	123	15	(	(	PUNCT
fcis-24300	123	16	15	15	NUM
fcis-24300	123	17	%	%	NOUN
fcis-24300	123	18	)	)	PUNCT
fcis-24300	123	19	,	,	PUNCT
fcis-24300	123	20	and	and	CCONJ
fcis-24300	123	21	test	test	NOUN
fcis-24300	123	22	set	set	VERB
fcis-24300	123	23	(	(	PUNCT
fcis-24300	123	24	15	15	NUM
fcis-24300	123	25	%	%	NOUN
fcis-24300	123	26	)	)	PUNCT
fcis-24300	123	27	.	.	PUNCT
fcis-24300	124	1	the	the	DET
fcis-24300	124	2	cnn	cnn	PROPN
fcis-24300	124	3	model	model	NOUN
fcis-24300	124	4	is	be	AUX
fcis-24300	124	5	constructed	construct	VERB
fcis-24300	124	6	using	use	VERB
fcis-24300	124	7	sequential	sequential	ADJ
fcis-24300	124	8	in	in	ADP
fcis-24300	124	9	the	the	DET
fcis-24300	124	10	keras	keras	PROPN
fcis-24300	124	11	library	library	NOUN
fcis-24300	124	12	,	,	PUNCT
fcis-24300	124	13	containing	contain	VERB
fcis-24300	124	14	3	3	NUM
fcis-24300	124	15	convolutional	convolutional	ADJ
fcis-24300	124	16	layers	layer	NOUN
fcis-24300	124	17	,	,	PUNCT
fcis-24300	124	18	2	2	NUM
fcis-24300	124	19	pooling	pool	VERB
fcis-24300	124	20	layers	layer	NOUN
fcis-24300	124	21	,	,	PUNCT
fcis-24300	124	22	and	and	CCONJ
fcis-24300	124	23	2	2	NUM
fcis-24300	124	24	fully	fully	ADV
fcis-24300	124	25	connected	connected	ADJ
fcis-24300	124	26	layers	layer	NOUN
fcis-24300	124	27	.	.	PUNCT
fcis-24300	125	1	each	each	DET
fcis-24300	125	2	convolutional	convolutional	ADJ
fcis-24300	125	3	layer	layer	NOUN
fcis-24300	125	4	is	be	AUX
fcis-24300	125	5	followed	follow	VERB
fcis-24300	125	6	by	by	ADP
fcis-24300	125	7	a	a	DET
fcis-24300	125	8	relu	relu	NOUN
fcis-24300	125	9	activation	activation	NOUN
fcis-24300	125	10	function	function	NOUN
fcis-24300	125	11	,	,	PUNCT
fcis-24300	125	12	and	and	CCONJ
fcis-24300	125	13	the	the	DET
fcis-24300	125	14	pooling	pool	VERB
fcis-24300	125	15	layer	layer	NOUN
fcis-24300	125	16	adopts	adopt	VERB
fcis-24300	125	17	maximum	maximum	ADJ
fcis-24300	125	18	pooling	pooling	NOUN
fcis-24300	125	19	.	.	PUNCT
fcis-24300	126	1	the	the	DET
fcis-24300	126	2	code	code	NOUN
fcis-24300	126	3	:	:	PUNCT
fcis-24300	126	4	from	from	ADP
fcis-24300	126	5	keras.models	keras.models	NUM
fcis-24300	126	6	import	import	NOUN
fcis-24300	126	7	sequential	sequential	ADJ
fcis-24300	126	8	from	from	ADP
fcis-24300	126	9	keras.layers	keras.layer	NOUN
fcis-24300	126	10	import	import	NOUN
fcis-24300	126	11	conv2d	conv2d	NOUN
fcis-24300	126	12	,	,	PUNCT
fcis-24300	126	13	maxpooling2d	maxpooling2d	ADJ
fcis-24300	126	14	,	,	PUNCT
fcis-24300	126	15	flatten	flatten	VERB
fcis-24300	126	16	,	,	PUNCT
fcis-24300	126	17	dense	dense	ADJ
fcis-24300	126	18	#	#	NOUN
fcis-24300	126	19	modelbuilding	modelbuilding	NOUN
fcis-24300	126	20	model	model	NOUN
fcis-24300	126	21	=	=	NOUN
fcis-24300	126	22	sequential([conv2d(32,)3,3),activation=’rulu’,inp	sequential([conv2d(32,)3,3),activation=’rulu’,inp	NOUN
fcis-24300	126	23	ut_shape=(64,64,3	ut_shape=(64,64,3	NOUN
fcis-24300	126	24	)	)	PUNCT
fcis-24300	126	25	)	)	PUNCT
fcis-24300	126	26	maxpooling2d(pool_size=(2,2	maxpooling2d(pool_size=(2,2	PROPN
fcis-24300	126	27	)	)	PUNCT
fcis-24300	126	28	)	)	PUNCT
fcis-24300	126	29	,	,	PUNCT
fcis-24300	126	30	conv2d(64,(3,3),activation='relu	conv2d(64,(3,3),activation='relu	NOUN
fcis-24300	126	31	'	'	PUNCT
fcis-24300	126	32	)	)	PUNCT
fcis-24300	126	33	,	,	PUNCT
fcis-24300	126	34	maxpooling2d(pool_size=(2,2	maxpooling2d(pool_size=(2,2	PROPN
fcis-24300	126	35	)	)	PUNCT
fcis-24300	126	36	)	)	PUNCT
fcis-24300	126	37	,	,	PUNCT
fcis-24300	126	38	conv2d(128,(3,3	conv2d(128,(3,3	PROPN
fcis-24300	126	39	)	)	PUNCT
fcis-24300	126	40	,	,	PUNCT
fcis-24300	126	41	activation='relu	activation='relu	PROPN
fcis-24300	126	42	'	'	PUNCT
fcis-24300	126	43	)	)	PUNCT
fcis-24300	126	44	,	,	PUNCT
fcis-24300	126	45	maxpooling2d(pool_size=(2,2	maxpooling2d(pool_size=(2,2	PROPN
fcis-24300	126	46	)	)	PUNCT
fcis-24300	126	47	)	)	PUNCT
fcis-24300	126	48	,	,	PUNCT
fcis-24300	126	49	flatten	flatten	VERB
fcis-24300	126	50	(	(	PUNCT
fcis-24300	126	51	)	)	PUNCT
fcis-24300	126	52	,	,	PUNCT
fcis-24300	126	53	dense(128	dense(128	PROPN
fcis-24300	126	54	,	,	PUNCT
fcis-24300	126	55	activation='relu'),dense	activation='relu'),dense	NOUN
fcis-24300	126	56	(	(	PUNCT
fcis-24300	126	57	1	1	NUM
fcis-24300	126	58	,	,	PUNCT
fcis-24300	126	59	activation=	activation=	NUM
fcis-24300	126	60	'	'	PUNCT
fcis-24300	126	61	sigmoid	sigmoid	NOUN
fcis-24300	126	62	'	'	PUNCT
fcis-24300	126	63	)	)	PUNCT
fcis-24300	126	64	]	]	X
fcis-24300	126	65	)	)	PUNCT
fcis-24300	126	66	#	#	NOUN
fcis-24300	126	67	compilation	compilation	NOUN
fcis-24300	126	68	model	model	NOUN
fcis-24300	126	69	model.compile(optimizer='adam',loss='binary_crossentrop	model.compile(optimizer='adam',loss='binary_crossentrop	PROPN
fcis-24300	126	70	y',metrics=('accuracy'l	y',metrics=('accuracy'l	NUM
fcis-24300	126	71	)	)	PUNCT
fcis-24300	127	1	the	the	DET
fcis-24300	127	2	cnn	cnn	PROPN
fcis-24300	127	3	model	model	NOUN
fcis-24300	127	4	was	be	AUX
fcis-24300	127	5	trained	train	VERB
fcis-24300	127	6	using	use	VERB
fcis-24300	127	7	the	the	DET
fcis-24300	127	8	training	training	NOUN
fcis-24300	127	9	set	set	VERB
fcis-24300	127	10	with	with	ADP
fcis-24300	127	11	an	an	DET
fcis-24300	127	12	initial	initial	ADJ
fcis-24300	127	13	learning	learning	NOUN
fcis-24300	127	14	rate	rate	NOUN
fcis-24300	127	15	of	of	ADP
fcis-24300	127	16	0.001	0.001	NUM
fcis-24300	127	17	,	,	PUNCT
fcis-24300	127	18	a	a	DET
fcis-24300	127	19	batch	batch	NOUN
fcis-24300	127	20	size	size	NOUN
fcis-24300	127	21	of	of	ADP
fcis-24300	127	22	32	32	NUM
fcis-24300	127	23	,	,	PUNCT
fcis-24300	127	24	and	and	CCONJ
fcis-24300	127	25	a	a	DET
fcis-24300	127	26	number	number	NOUN
fcis-24300	127	27	of	of	ADP
fcis-24300	127	28	training	training	NOUN
fcis-24300	127	29	rounds	round	NOUN
fcis-24300	127	30	of	of	ADP
fcis-24300	127	31	50	50	NUM
fcis-24300	127	32	.	.	PUNCT
fcis-24300	128	1	here	here	ADV
fcis-24300	128	2	's	be	AUX
fcis-24300	128	3	the	the	DET
fcis-24300	128	4	code	code	NOUN
fcis-24300	128	5	:	:	PUNCT
fcis-24300	128	6	#	#	NOUN
fcis-24300	128	7	modeltraining	modeltraine	VERB
fcis-24300	128	8	history	history	NOUN
fcis-24300	128	9	=	=	SYM
fcis-24300	128	10	model.fit(x_train	model.fit(x_train	NOUN
fcis-24300	128	11	,	,	PUNCT
fcis-24300	128	12	y_train	y_train	NOUN
fcis-24300	128	13	,	,	PUNCT
fcis-24300	128	14	epochs=50	epochs=50	NOUN
fcis-24300	128	15	,	,	PUNCT
fcis-24300	128	16	batch_size	batch_size	VERB
fcis-24300	128	17	=	=	PROPN
fcis-24300	128	18	32,validation_data=(x_val	32,validation_data=(x_val	NUM
fcis-24300	128	19	,	,	PUNCT
fcis-24300	128	20	y_val	y_val	NOUN
fcis-24300	128	21	)	)	PUNCT
fcis-24300	128	22	)	)	PUNCT
fcis-24300	128	23	optimize	optimize	NOUN
fcis-24300	128	24	model	model	NOUN
fcis-24300	128	25	parameters	parameter	NOUN
fcis-24300	128	26	by	by	ADP
fcis-24300	128	27	random	random	ADJ
fcis-24300	128	28	search	search	NOUN
fcis-24300	128	29	,	,	PUNCT
fcis-24300	128	30	including	include	VERB
fcis-24300	128	31	convolution	convolution	NOUN
fcis-24300	128	32	kernel	kernel	NOUN
fcis-24300	128	33	size	size	NOUN
fcis-24300	128	34	,	,	PUNCT
fcis-24300	128	35	number	number	NOUN
fcis-24300	128	36	of	of	ADP
fcis-24300	128	37	layers	layer	NOUN
fcis-24300	128	38	,	,	PUNCT
fcis-24300	128	39	learning	learn	VERB
fcis-24300	128	40	rate	rate	NOUN
fcis-24300	128	41	,	,	PUNCT
fcis-24300	128	42	etc	etc	X
fcis-24300	128	43	.	.	X
fcis-24300	129	1	the	the	DET
fcis-24300	129	2	validation	validation	NOUN
fcis-24300	129	3	set	set	NOUN
fcis-24300	129	4	is	be	AUX
fcis-24300	129	5	used	use	VERB
fcis-24300	129	6	to	to	PART
fcis-24300	129	7	evaluate	evaluate	VERB
fcis-24300	129	8	the	the	DET
fcis-24300	129	9	model	model	NOUN
fcis-24300	129	10	performance	performance	NOUN
fcis-24300	129	11	,	,	PUNCT
fcis-24300	129	12	and	and	CCONJ
fcis-24300	129	13	the	the	DET
fcis-24300	129	14	model	model	NOUN
fcis-24300	129	15	recognition	recognition	NOUN
fcis-24300	129	16	accuracy	accuracy	NOUN
fcis-24300	129	17	is	be	AUX
fcis-24300	129	18	measured	measure	VERB
fcis-24300	129	19	by	by	ADP
fcis-24300	129	20	accuracy	accuracy	NOUN
fcis-24300	129	21	.	.	PUNCT
fcis-24300	130	1	the	the	DET
fcis-24300	130	2	equation	equation	NOUN
fcis-24300	130	3	is	be	AUX
fcis-24300	130	4	as	as	SCONJ
fcis-24300	130	5	follows	follow	VERB
fcis-24300	130	6	:	:	PUNCT
fcis-24300	130	7	accuracy	accuracy	NOUN
fcis-24300	130	8	=	=	NOUN
fcis-24300	130	9	number	number	NOUN
fcis-24300	130	10	of	of	ADP
fcis-24300	130	11	correct	correct	ADJ
fcis-24300	130	12	predictions	prediction	NOUN
fcis-24300	130	13	total	total	ADJ
fcis-24300	130	14	number	number	NOUN
fcis-24300	130	15	of	of	ADP
fcis-24300	130	16	predictions	prediction	NOUN
fcis-24300	130	17	the	the	DET
fcis-24300	130	18	performance	performance	NOUN
fcis-24300	130	19	of	of	ADP
fcis-24300	130	20	the	the	DET
fcis-24300	130	21	convolutional	convolutional	ADJ
fcis-24300	130	22	neural	neural	ADJ
fcis-24300	130	23	network	network	NOUN
fcis-24300	130	24	model	model	NOUN
fcis-24300	130	25	is	be	AUX
fcis-24300	130	26	evaluated	evaluate	VERB
fcis-24300	130	27	on	on	ADP
fcis-24300	130	28	the	the	DET
fcis-24300	130	29	test	test	NOUN
fcis-24300	130	30	set	set	NOUN
fcis-24300	130	31	,	,	PUNCT
fcis-24300	130	32	and	and	CCONJ
fcis-24300	130	33	the	the	DET
fcis-24300	130	34	recognition	recognition	NOUN
fcis-24300	130	35	accuracy	accuracy	NOUN
fcis-24300	130	36	and	and	CCONJ
fcis-24300	130	37	confusion	confusion	NOUN
fcis-24300	130	38	matrix	matrix	NOUN
fcis-24300	130	39	are	be	AUX
fcis-24300	130	40	calculated	calculate	VERB
fcis-24300	130	41	.	.	PUNCT
fcis-24300	131	1	the	the	DET
fcis-24300	131	2	evaluation	evaluation	NOUN
fcis-24300	131	3	results	result	NOUN
fcis-24300	131	4	showed	show	VERB
fcis-24300	131	5	that	that	SCONJ
fcis-24300	131	6	the	the	DET
fcis-24300	131	7	recognition	recognition	NOUN
fcis-24300	131	8	accuracy	accuracy	NOUN
fcis-24300	131	9	of	of	ADP
fcis-24300	131	10	cnn	cnn	PROPN
fcis-24300	131	11	model	model	NOUN
fcis-24300	131	12	was	be	AUX
fcis-24300	131	13	0.95	0.95	NUM
fcis-24300	131	14	,	,	PUNCT
fcis-24300	131	15	and	and	CCONJ
fcis-24300	131	16	the	the	DET
fcis-24300	131	17	confusion	confusion	NOUN
fcis-24300	131	18	matrix	matrix	NOUN
fcis-24300	131	19	showed	show	VERB
fcis-24300	131	20	that	that	SCONJ
fcis-24300	131	21	the	the	DET
fcis-24300	131	22	model	model	NOUN
fcis-24300	131	23	performed	perform	VERB
fcis-24300	131	24	well	well	ADV
fcis-24300	131	25	in	in	ADP
fcis-24300	131	26	the	the	DET
fcis-24300	131	27	identification	identification	NOUN
fcis-24300	131	28	of	of	ADP
fcis-24300	131	29	pests	pest	NOUN
fcis-24300	131	30	and	and	CCONJ
fcis-24300	131	31	diseases	disease	NOUN
fcis-24300	131	32	and	and	CCONJ
fcis-24300	131	33	the	the	DET
fcis-24300	131	34	monitoring	monitoring	NOUN
fcis-24300	131	35	of	of	ADP
fcis-24300	131	36	fruit	fruit	NOUN
fcis-24300	131	37	and	and	CCONJ
fcis-24300	131	38	vegetable	vegetable	NOUN
fcis-24300	131	39	growth	growth	NOUN
fcis-24300	131	40	status	status	NOUN
fcis-24300	131	41	.	.	PUNCT
fcis-24300	132	1	5	5	X
fcis-24300	132	2	.	.	NOUN
fcis-24300	132	3	results	result	VERB
fcis-24300	132	4	analysis	analysis	NOUN
fcis-24300	132	5	the	the	DET
fcis-24300	132	6	experimental	experimental	ADJ
fcis-24300	132	7	results	result	NOUN
fcis-24300	132	8	show	show	VERB
fcis-24300	132	9	that	that	SCONJ
fcis-24300	132	10	the	the	DET
fcis-24300	132	11	intelligent	intelligent	ADJ
fcis-24300	132	12	water	water	NOUN
fcis-24300	132	13	and	and	CCONJ
fcis-24300	132	14	fertilizer	fertilizer	NOUN
fcis-24300	132	15	management	management	NOUN
fcis-24300	132	16	system	system	NOUN
fcis-24300	132	17	performs	perform	VERB
fcis-24300	132	18	well	well	ADV
fcis-24300	132	19	in	in	ADP
fcis-24300	132	20	subtropical	subtropical	ADJ
fcis-24300	132	21	fruit	fruit	NOUN
fcis-24300	132	22	and	and	CCONJ
fcis-24300	132	23	vegetable	vegetable	NOUN
fcis-24300	132	24	cultivation	cultivation	NOUN
fcis-24300	132	25	.	.	PUNCT
fcis-24300	133	1	compared	compare	VERB
fcis-24300	133	2	with	with	ADP
fcis-24300	133	3	the	the	DET
fcis-24300	133	4	control	control	NOUN
fcis-24300	133	5	group	group	NOUN
fcis-24300	133	6	,	,	PUNCT
fcis-24300	133	7	the	the	DET
fcis-24300	133	8	fruit	fruit	NOUN
fcis-24300	133	9	trees	tree	NOUN
fcis-24300	133	10	in	in	ADP
fcis-24300	133	11	the	the	DET
fcis-24300	133	12	orchard	orchard	NOUN
fcis-24300	133	13	of	of	ADP
fcis-24300	133	14	the	the	DET
fcis-24300	133	15	experimental	experimental	ADJ
fcis-24300	133	16	group	group	NOUN
fcis-24300	133	17	grew	grow	VERB
fcis-24300	133	18	more	more	ADV
fcis-24300	133	19	robustly	robustly	ADV
fcis-24300	133	20	,	,	PUNCT
fcis-24300	133	21	the	the	DET
fcis-24300	133	22	leaves	leave	NOUN
fcis-24300	133	23	were	be	AUX
fcis-24300	133	24	bright	bright	ADJ
fcis-24300	133	25	green	green	ADJ
fcis-24300	133	26	,	,	PUNCT
fcis-24300	133	27	and	and	CCONJ
fcis-24300	133	28	the	the	DET
fcis-24300	133	29	incidence	incidence	NOUN
fcis-24300	133	30	of	of	ADP
fcis-24300	133	31	pests	pest	NOUN
fcis-24300	133	32	and	and	CCONJ
fcis-24300	133	33	diseases	disease	NOUN
fcis-24300	133	34	was	be	AUX
fcis-24300	133	35	significantly	significantly	ADV
fcis-24300	133	36	reduced	reduce	VERB
fcis-24300	133	37	.	.	PUNCT
fcis-24300	134	1	the	the	DET
fcis-24300	134	2	yield	yield	NOUN
fcis-24300	134	3	and	and	CCONJ
fcis-24300	134	4	quality	quality	NOUN
fcis-24300	134	5	of	of	ADP
fcis-24300	134	6	fruits	fruit	NOUN
fcis-24300	134	7	have	have	AUX
fcis-24300	134	8	also	also	ADV
fcis-24300	134	9	been	be	AUX
fcis-24300	134	10	improved	improve	VERB
fcis-24300	134	11	,	,	PUNCT
fcis-24300	134	12	which	which	PRON
fcis-24300	134	13	is	be	AUX
fcis-24300	134	14	characterized	characterize	VERB
fcis-24300	134	15	by	by	ADP
fcis-24300	134	16	uniform	uniform	ADJ
fcis-24300	134	17	fruit	fruit	NOUN
fcis-24300	134	18	size	size	NOUN
fcis-24300	134	19	,	,	PUNCT
fcis-24300	134	20	high	high	ADJ
fcis-24300	134	21	sugar	sugar	NOUN
fcis-24300	134	22	content	content	NOUN
fcis-24300	134	23	and	and	CCONJ
fcis-24300	134	24	better	well	ADJ
fcis-24300	134	25	taste	taste	NOUN
fcis-24300	134	26	.	.	PUNCT
fcis-24300	135	1	in	in	ADP
fcis-24300	135	2	terms	term	NOUN
fcis-24300	135	3	of	of	ADP
fcis-24300	135	4	resource	resource	NOUN
fcis-24300	135	5	utilization	utilization	NOUN
fcis-24300	135	6	efficiency	efficiency	NOUN
fcis-24300	135	7	,	,	PUNCT
fcis-24300	135	8	the	the	DET
fcis-24300	135	9	intelligent	intelligent	ADJ
fcis-24300	135	10	system	system	NOUN
fcis-24300	135	11	can	can	AUX
fcis-24300	135	12	accurately	accurately	ADV
fcis-24300	135	13	regulate	regulate	VERB
fcis-24300	135	14	the	the	DET
fcis-24300	135	15	supply	supply	NOUN
fcis-24300	135	16	of	of	ADP
fcis-24300	135	17	water	water	NOUN
fcis-24300	135	18	and	and	CCONJ
fcis-24300	135	19	fertilizer	fertilizer	NOUN
fcis-24300	135	20	according	accord	VERB
fcis-24300	135	21	to	to	ADP
fcis-24300	135	22	the	the	DET
fcis-24300	135	23	actual	actual	ADJ
fcis-24300	135	24	needs	need	NOUN
fcis-24300	135	25	of	of	ADP
fcis-24300	135	26	crops	crop	NOUN
fcis-24300	135	27	,	,	PUNCT
fcis-24300	135	28	effectively	effectively	ADV
fcis-24300	135	29	reducing	reduce	VERB
fcis-24300	135	30	the	the	DET
fcis-24300	135	31	waste	waste	NOUN
fcis-24300	135	32	of	of	ADP
fcis-24300	135	33	water	water	NOUN
fcis-24300	135	34	and	and	CCONJ
fcis-24300	135	35	fertilizer	fertilizer	NOUN
fcis-24300	135	36	and	and	CCONJ
fcis-24300	135	37	improving	improve	VERB
fcis-24300	135	38	resource	resource	NOUN
fcis-24300	135	39	utilization	utilization	NOUN
fcis-24300	135	40	efficiency	efficiency	NOUN
fcis-24300	135	41	.	.	PUNCT
fcis-24300	136	1	through	through	ADP
fcis-24300	136	2	real	real	ADJ
fcis-24300	136	3	-	-	PUNCT
fcis-24300	136	4	time	time	NOUN
fcis-24300	136	5	monitoring	monitoring	NOUN
fcis-24300	136	6	and	and	CCONJ
fcis-24300	136	7	feedback	feedback	NOUN
fcis-24300	136	8	mechanism	mechanism	NOUN
fcis-24300	136	9	,	,	PUNCT
fcis-24300	136	10	farmers	farmer	NOUN
fcis-24300	136	11	can	can	AUX
fcis-24300	136	12	find	find	VERB
fcis-24300	136	13	and	and	CCONJ
fcis-24300	136	14	deal	deal	VERB
fcis-24300	136	15	with	with	ADP
fcis-24300	136	16	problems	problem	NOUN
fcis-24300	136	17	in	in	ADP
fcis-24300	136	18	crop	crop	NOUN
fcis-24300	136	19	growth	growth	NOUN
fcis-24300	136	20	in	in	ADP
fcis-24300	136	21	time	time	NOUN
fcis-24300	136	22	,	,	PUNCT
fcis-24300	136	23	improving	improve	VERB
fcis-24300	136	24	management	management	NOUN
fcis-24300	136	25	efficiency	efficiency	NOUN
fcis-24300	136	26	and	and	CCONJ
fcis-24300	136	27	response	response	NOUN
fcis-24300	136	28	speed	speed	NOUN
fcis-24300	136	29	.	.	PUNCT
fcis-24300	137	1	in	in	ADP
fcis-24300	137	2	summary	summary	NOUN
fcis-24300	137	3	,	,	PUNCT
fcis-24300	137	4	the	the	DET
fcis-24300	137	5	application	application	NOUN
fcis-24300	137	6	effect	effect	NOUN
fcis-24300	137	7	of	of	ADP
fcis-24300	137	8	ai	ai	ADJ
fcis-24300	137	9	and	and	CCONJ
fcis-24300	137	10	visual	visual	ADJ
fcis-24300	137	11	recognition	recognition	NOUN
fcis-24300	137	12	technology	technology	NOUN
fcis-24300	137	13	in	in	ADP
fcis-24300	137	14	water	water	NOUN
fcis-24300	137	15	and	and	CCONJ
fcis-24300	137	16	fertilizer	fertilizer	NOUN
fcis-24300	137	17	management	management	NOUN
fcis-24300	137	18	is	be	AUX
fcis-24300	137	19	remarkable	remarkable	ADJ
fcis-24300	137	20	,	,	PUNCT
fcis-24300	137	21	which	which	PRON
fcis-24300	137	22	not	not	PART
fcis-24300	137	23	only	only	ADV
fcis-24300	137	24	improves	improve	VERB
fcis-24300	137	25	the	the	DET
fcis-24300	137	26	yield	yield	NOUN
fcis-24300	137	27	and	and	CCONJ
fcis-24300	137	28	quality	quality	NOUN
fcis-24300	137	29	of	of	ADP
fcis-24300	137	30	fruits	fruit	NOUN
fcis-24300	137	31	and	and	CCONJ
fcis-24300	137	32	vegetables	vegetable	NOUN
fcis-24300	137	33	,	,	PUNCT
fcis-24300	137	34	but	but	CCONJ
fcis-24300	137	35	also	also	ADV
fcis-24300	137	36	promotes	promote	VERB
fcis-24300	137	37	resource	resource	NOUN
fcis-24300	137	38	conservation	conservation	NOUN
fcis-24300	137	39	and	and	CCONJ
fcis-24300	137	40	sustainable	sustainable	ADJ
fcis-24300	137	41	development	development	NOUN
fcis-24300	137	42	of	of	ADP
fcis-24300	137	43	the	the	DET
fcis-24300	137	44	environment	environment	NOUN
fcis-24300	137	45	.	.	PUNCT
fcis-24300	138	1	the	the	DET
fcis-24300	138	2	results	result	NOUN
fcis-24300	138	3	of	of	ADP
fcis-24300	138	4	this	this	DET
fcis-24300	138	5	experiment	experiment	NOUN
fcis-24300	138	6	have	have	VERB
fcis-24300	138	7	important	important	ADJ
fcis-24300	138	8	guiding	guiding	NOUN
fcis-24300	138	9	significance	significance	NOUN
fcis-24300	138	10	and	and	CCONJ
fcis-24300	138	11	potential	potential	ADJ
fcis-24300	138	12	application	application	NOUN
fcis-24300	138	13	value	value	NOUN
fcis-24300	138	14	for	for	ADP
fcis-24300	138	15	subtropical	subtropical	ADJ
fcis-24300	138	16	fruit	fruit	NOUN
fcis-24300	138	17	and	and	CCONJ
fcis-24300	138	18	vegetable	vegetable	NOUN
fcis-24300	138	19	planting	planting	NOUN
fcis-24300	138	20	practice	practice	NOUN
fcis-24300	138	21	,	,	PUNCT
fcis-24300	138	22	and	and	CCONJ
fcis-24300	138	23	provide	provide	VERB
fcis-24300	138	24	strong	strong	ADJ
fcis-24300	138	25	support	support	NOUN
fcis-24300	138	26	for	for	ADP
fcis-24300	138	27	the	the	DET
fcis-24300	138	28	future	future	ADJ
fcis-24300	138	29	development	development	NOUN
fcis-24300	138	30	of	of	ADP
fcis-24300	138	31	intelligent	intelligent	ADJ
fcis-24300	138	32	agriculture	agriculture	NOUN
fcis-24300	138	33	.	.	PUNCT
fcis-24300	139	1	acknowledgments	acknowledgment	NOUN
fcis-24300	139	2	this	this	DET
fcis-24300	139	3	work	work	NOUN
fcis-24300	139	4	was	be	AUX
fcis-24300	139	5	supported	support	VERB
fcis-24300	139	6	by	by	ADP
fcis-24300	139	7	the	the	DET
fcis-24300	139	8	department	department	PROPN
fcis-24300	139	9	of	of	ADP
fcis-24300	139	10	science	science	NOUN
fcis-24300	139	11	and	and	CCONJ
fcis-24300	139	12	technology	technology	NOUN
fcis-24300	139	13	of	of	ADP
fcis-24300	139	14	guangxi	guangxi	PROPN
fcis-24300	139	15	zhuang	zhuang	PROPN
fcis-24300	139	16	autonomous	autonomous	PROPN
fcis-24300	139	17	region	region	PROPN
fcis-24300	139	18	,	,	PUNCT
fcis-24300	139	19	with	with	ADP
fcis-24300	139	20	project	project	NOUN
fcis-24300	139	21	number	number	NOUN
fcis-24300	139	22	:	:	PUNCT
fcis-24300	139	23	guikefa	guikefa	PROPN
fcis-24300	140	1	[	[	X
fcis-24300	140	2	2024	2024	NUM
fcis-24300	140	3	]	]	X
fcis-24300	140	4	no	no	INTJ
fcis-24300	140	5	.	.	NOUN
fcis-24300	140	6	10	10	NUM
fcis-24300	140	7	.	.	PUNCT
fcis-24300	141	1	references	reference	NOUN
fcis-24300	141	2	[	[	X
fcis-24300	141	3	1	1	NUM
fcis-24300	141	4	]	]	X
fcis-24300	141	5	r.d.yuan	r.d.yuan	NOUN
fcis-24300	141	6	.	.	PUNCT
fcis-24300	142	1	application	application	NOUN
fcis-24300	142	2	of	of	ADP
fcis-24300	142	3	ai	ai	NOUN
fcis-24300	142	4	in	in	ADP
fcis-24300	142	5	green	green	ADJ
fcis-24300	142	6	agricultural	agricultural	ADJ
fcis-24300	142	7	planting	planting	NOUN
fcis-24300	142	8	[	[	X
fcis-24300	142	9	j	j	X
fcis-24300	142	10	]	]	X
fcis-24300	142	11	.	.	PUNCT
fcis-24300	143	1	hebei	hebei	PROPN
fcis-24300	143	2	agriculture	agriculture	PROPN
fcis-24300	143	3	,	,	PUNCT
fcis-24300	143	4	2024	2024	NUM
fcis-24300	143	5	,	,	PUNCT
fcis-24300	143	6	(	(	PUNCT
fcis-24300	143	7	05	05	NUM
fcis-24300	143	8	):	):	PUNCT
fcis-24300	143	9	44	44	NUM
fcis-24300	143	10	-	-	SYM
fcis-24300	143	11	46	46	NUM
fcis-24300	143	12	.	.	PUNCT
fcis-24300	144	1	[	[	X
fcis-24300	144	2	2	2	NUM
fcis-24300	144	3	]	]	SYM
fcis-24300	144	4	d.k.li	d.k.li	PROPN
fcis-24300	144	5	,	,	PUNCT
fcis-24300	144	6	application	application	NOUN
fcis-24300	144	7	of	of	ADP
fcis-24300	144	8	ai	ai	PRON
fcis-24300	144	9	large	large	ADJ
fcis-24300	144	10	model	model	NOUN
fcis-24300	144	11	in	in	ADP
fcis-24300	144	12	the	the	DET
fcis-24300	144	13	field	field	NOUN
fcis-24300	144	14	of	of	ADP
fcis-24300	144	15	intelligent	intelligent	ADJ
fcis-24300	144	16	agriculture	agriculture	NOUN
fcis-24300	145	1	[	[	X
fcis-24300	145	2	j	j	X
fcis-24300	145	3	]	]	X
fcis-24300	145	4	.	.	PUNCT
fcis-24300	146	1	hebei	hebei	PROPN
fcis-24300	146	2	agricultural	agricultural	ADJ
fcis-24300	146	3	machinery	machinery	NOUN
fcis-24300	146	4	,	,	PUNCT
fcis-24300	146	5	2024,(09);2830.doi:10.15989	2024,(09);2830.doi:10.15989	NUM
fcis-24300	146	6	/	/	SYM
fcis-24300	146	7	j.cnki.hbnjzzs.2024.09.031	j.cnki.hbnjzzs.2024.09.031	NOUN
fcis-24300	146	8	.	.	PUNCT
fcis-24300	147	1	[	[	X
fcis-24300	147	2	3	3	NUM
fcis-24300	147	3	]	]	X
fcis-24300	147	4	y.x.zhang	y.x.zhang	PROPN
fcis-24300	147	5	,	,	PUNCT
fcis-24300	147	6	a	a	DET
fcis-24300	147	7	brief	brief	ADJ
fcis-24300	147	8	analysis	analysis	NOUN
fcis-24300	147	9	of	of	ADP
fcis-24300	147	10	the	the	DET
fcis-24300	147	11	application	application	NOUN
fcis-24300	147	12	of	of	ADP
fcis-24300	147	13	ai	ai	PRON
fcis-24300	147	14	technology	technology	NOUN
fcis-24300	147	15	in	in	ADP
fcis-24300	147	16	agricultural	agricultural	ADJ
fcis-24300	147	17	irrigation	irrigation	NOUN
fcis-24300	148	1	[	[	X
fcis-24300	148	2	j	j	X
fcis-24300	148	3	]	]	X
fcis-24300	148	4	.	.	PUNCT
fcis-24300	149	1	southern	southern	ADJ
fcis-24300	149	2	agricultural	agricultural	ADJ
fcis-24300	149	3	machinery	machinery	NOUN
fcis-24300	149	4	,	,	PUNCT
fcis-24300	149	5	2024	2024	NUM
fcis-24300	149	6	,	,	PUNCT
fcis-24300	149	7	55	55	NUM
fcis-24300	149	8	(	(	PUNCT
fcis-24300	149	9	09	09	NUM
fcis-24300	149	10	):	):	PUNCT
fcis-24300	149	11	56	56	NUM
fcis-24300	149	12	-	-	SYM
fcis-24300	149	13	60	60	NUM
fcis-24300	149	14	.	.	PUNCT
fcis-24300	150	1	[	[	X
fcis-24300	150	2	4	4	NUM
fcis-24300	150	3	]	]	X
fcis-24300	150	4	f.m.wang	f.m.wang	X
fcis-24300	150	5	,	,	PUNCT
fcis-24300	150	6	wu	wu	PROPN
fcis-24300	150	7	lian	lian	PROPN
fcis-24300	150	8	,	,	PUNCT
fcis-24300	150	9	wang	wang	PROPN
fcis-24300	150	10	xue	xue	PROPN
fcis-24300	150	11	,	,	PUNCT
fcis-24300	150	12	et	et	PROPN
fcis-24300	150	13	al	al	PROPN
fcis-24300	150	14	.	.	PROPN
fcis-24300	150	15	fruit	fruit	NOUN
fcis-24300	150	16	and	and	CCONJ
fcis-24300	150	17	vegetable	vegetable	NOUN
fcis-24300	150	18	identification	identification	NOUN
fcis-24300	150	19	and	and	CCONJ
fcis-24300	150	20	planting	planting	NOUN
fcis-24300	150	21	guidance	guidance	NOUN
fcis-24300	150	22	system	system	NOUN
fcis-24300	150	23	based	base	VERB
fcis-24300	150	24	on	on	ADP
fcis-24300	150	25	ai	ai	PROPN
fcis-24300	150	26	[	[	X
fcis-24300	150	27	j	j	X
fcis-24300	150	28	]	]	X
fcis-24300	150	29	.	.	PUNCT
fcis-24300	151	1	internet	internet	NOUN
fcis-24300	151	2	of	of	ADP
fcis-24300	151	3	things	thing	NOUN
fcis-24300	151	4	technology	technology	NOUN
fcis-24300	151	5	,	,	PUNCT
fcis-24300	151	6	2024	2024	NUM
fcis-24300	151	7	,	,	PUNCT
fcis-24300	151	8	14	14	NUM
fcis-24300	151	9	(	(	PUNCT
fcis-24300	151	10	03	03	NUM
fcis-24300	151	11	):	):	PUNCT
fcis-24300	151	12	98	98	NUM
fcis-24300	151	13	-	-	SYM
fcis-24300	151	14	101	101	NUM
fcis-24300	151	15	+107	+107	NUM
fcis-24300	151	16	.	.	PUNCT
fcis-24300	152	1	doi	doi	NOUN
fcis-24300	152	2	:	:	PUNCT
fcis-24300	152	3	10.16667	10.16667	NUM
fcis-24300	152	4	/	/	SYM
fcis-24300	152	5	j.issn.2095	j.issn.2095	NOUN
fcis-24300	152	6	-	-	PUNCT
fcis-24300	152	7	1302.2024	1302.2024	NOUN
fcis-24300	152	8	.	.	PUNCT
fcis-24300	153	1	03.023	03.023	NUM
fcis-24300	153	2	.	.	PUNCT
fcis-24300	154	1	[	[	X
fcis-24300	154	2	5	5	NUM
fcis-24300	154	3	]	]	X
fcis-24300	154	4	l.s.li	l.s.li	NOUN
fcis-24300	154	5	,	,	PUNCT
fcis-24300	154	6	research	research	NOUN
fcis-24300	154	7	on	on	ADP
fcis-24300	154	8	the	the	DET
fcis-24300	154	9	application	application	NOUN
fcis-24300	154	10	of	of	ADP
fcis-24300	154	11	internet	internet	NOUN
fcis-24300	154	12	of	of	ADP
fcis-24300	154	13	things	thing	NOUN
fcis-24300	154	14	and	and	CCONJ
fcis-24300	154	15	ai	ai	VERB
fcis-24300	154	16	technology	technology	NOUN
fcis-24300	154	17	in	in	ADP
fcis-24300	154	18	agriculture	agriculture	NOUN
fcis-24300	155	1	[	[	X
fcis-24300	155	2	j	j	X
fcis-24300	155	3	]	]	X
fcis-24300	155	4	.	.	PUNCT
fcis-24300	156	1	modern	modern	ADJ
fcis-24300	156	2	agricultural	agricultural	ADJ
fcis-24300	156	3	machinery	machinery	NOUN
fcis-24300	156	4	,	,	PUNCT
fcis-24300	156	5	2024	2024	NUM
fcis-24300	156	6	,	,	PUNCT
fcis-24300	156	7	(	(	PUNCT
fcis-24300	156	8	02	02	NUM
fcis-24300	156	9	):	):	PUNCT
fcis-24300	156	10	11	11	NUM
fcis-24300	156	11	-	-	SYM
fcis-24300	156	12	13	13	NUM
fcis-24300	156	13	.	.	PUNCT
fcis-24300	157	1	[	[	X
fcis-24300	157	2	6	6	NUM
fcis-24300	157	3	]	]	X
fcis-24300	157	4	z.q.wang	z.q.wang	PROPN
fcis-24300	157	5	,	,	PUNCT
fcis-24300	157	6	application	application	NOUN
fcis-24300	157	7	of	of	ADP
fcis-24300	157	8	ai	ai	PRON
fcis-24300	157	9	large	large	ADJ
fcis-24300	157	10	model	model	NOUN
fcis-24300	157	11	in	in	ADP
fcis-24300	157	12	the	the	DET
fcis-24300	157	13	field	field	NOUN
fcis-24300	157	14	of	of	ADP
fcis-24300	157	15	intelligent	intelligent	ADJ
fcis-24300	157	16	agriculture	agriculture	NOUN
fcis-24300	158	1	[	[	X
fcis-24300	158	2	j	j	X
fcis-24300	158	3	]	]	X
fcis-24300	158	4	.	.	PUNCT
fcis-24300	159	1	agricultural	agricultural	ADJ
fcis-24300	159	2	engineering	engineering	NOUN
fcis-24300	159	3	technology	technology	NOUN
fcis-24300	159	4	2024,44(08).17	2024,44(08).17	PROPN
fcis-24300	159	5	-	-	PUNCT
fcis-24300	159	6	18.doi:10.16815	18.doi:10.16815	NOUN
fcis-24300	159	7	/	/	SYM
fcis-24300	159	8	j.cnki.11	j.cnki.11	NOUN
fcis-24300	159	9	-	-	PUNCT
fcis-24300	159	10	5436	5436	NUM
fcis-24300	159	11	/	/	SYM
fcis-24300	159	12	s.2024	s.2024	NOUN
fcis-24300	159	13	.	.	PUNCT
fcis-24300	159	14	08	08	NUM
fcis-24300	159	15	.	.	NOUN
fcis-24300	159	16	0	0	NUM
fcis-24300	159	17	03	03	NUM
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fcis-24300	160	1	[	[	X
fcis-24300	160	2	7	7	X
fcis-24300	160	3	]	]	X
fcis-24300	160	4	h.sun	h.sun	NOUN
fcis-24300	160	5	,	,	PUNCT
fcis-24300	160	6	application	application	NOUN
fcis-24300	160	7	of	of	ADP
fcis-24300	160	8	internet	internet	NOUN
fcis-24300	160	9	of	of	ADP
fcis-24300	160	10	things	thing	NOUN
fcis-24300	160	11	technology	technology	NOUN
fcis-24300	160	12	based	base	VERB
fcis-24300	160	13	on	on	ADP
fcis-24300	160	14	ai	ai	PROPN
fcis-24300	160	15	in	in	ADP
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fcis-24300	161	1	[	[	X
fcis-24300	161	2	j	j	X
fcis-24300	161	3	]	]	X
fcis-24300	161	4	.	.	PUNCT
fcis-24300	162	1	electronic	electronic	ADJ
fcis-24300	162	2	technology	technology	NOUN
fcis-24300	162	3	,	,	PUNCT
fcis-24300	162	4	2024	2024	NUM
fcis-24300	162	5	,	,	PUNCT
fcis-24300	162	6	53	53	NUM
fcis-24300	162	7	(	(	PUNCT
fcis-24300	162	8	01	01	NUM
fcis-24300	162	9	):	):	PUNCT
fcis-24300	162	10	274	274	NUM
fcis-24300	162	11	-	-	SYM
fcis-24300	162	12	275	275	NUM
fcis-24300	162	13	.	.	PUNCT
fcis-24300	163	1	[	[	X
fcis-24300	163	2	8	8	NUM
fcis-24300	163	3	]	]	X
fcis-24300	163	4	f.hu	f.hu	NOUN
fcis-24300	163	5	,	,	PUNCT
fcis-24300	163	6	research	research	NOUN
fcis-24300	163	7	on	on	ADP
fcis-24300	163	8	the	the	DET
fcis-24300	163	9	organic	organic	ADJ
fcis-24300	163	10	promotion	promotion	NOUN
fcis-24300	163	11	of	of	ADP
fcis-24300	163	12	ai	ai	NOUN
fcis-24300	163	13	and	and	CCONJ
fcis-24300	163	14	digital	digital	ADJ
fcis-24300	163	15	transformation	transformation	NOUN
fcis-24300	163	16	of	of	ADP
fcis-24300	163	17	agricultural	agricultural	ADJ
fcis-24300	163	18	modernization	modernization	NOUN
fcis-24300	163	19	[	[	X
fcis-24300	163	20	n	n	X
fcis-24300	163	21	]	]	PUNCT
fcis-24300	163	22	.	.	PUNCT
fcis-24300	164	1	shanxi	shanxi	PROPN
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fcis-24300	164	6	,	,	PUNCT
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fcis-24300	164	8	(	(	PUNCT
fcis-24300	164	9	b03	b03	PROPN
fcis-24300	164	10	)	)	PUNCT
fcis-24300	164	11	.	.	PUNCT
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fcis-24300	165	5	,	,	PUNCT
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fcis-24300	165	9	on	on	ADP
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fcis-24300	165	12	and	and	CCONJ
fcis-24300	165	13	application	application	NOUN
fcis-24300	165	14	of	of	ADP
fcis-24300	165	15	5	5	NUM
fcis-24300	165	16	g	g	NOUN
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fcis-24300	165	18	ai	ai	VERB
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fcis-24300	165	21	intelligent	intelligent	ADJ
fcis-24300	165	22	agriculture	agriculture	NOUN
fcis-24300	165	23	[	[	X
fcis-24300	165	24	j	j	X
fcis-24300	165	25	]	]	X
fcis-24300	165	26	.	.	PUNCT
fcis-24300	166	1	guangxi	guangxi	PROPN
fcis-24300	166	2	communication	communication	PROPN
fcis-24300	166	3	technology	technology	NOUN
fcis-24300	166	4	,	,	PUNCT
fcis-24300	166	5	2023	2023	NUM
fcis-24300	166	6	,	,	PUNCT
fcis-24300	166	7	(	(	PUNCT
fcis-24300	166	8	04	04	NUM
fcis-24300	166	9	):	):	PUNCT
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fcis-24300	166	11	-	-	SYM
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fcis-24300	166	13	.	.	PUNCT
fcis-24300	167	1	[	[	X
fcis-24300	167	2	10	10	NUM
fcis-24300	167	3	]	]	PUNCT
fcis-24300	167	4	b.han	b.han	PROPN
fcis-24300	167	5	,	,	PUNCT
fcis-24300	167	6	z.h	z.h	PROPN
fcis-24300	167	7	.	.	PROPN
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fcis-24300	167	9	,	,	PUNCT
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fcis-24300	167	13	fruit	fruit	NOUN
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fcis-24300	167	16	precision	precision	NOUN
fcis-24300	167	17	planting	planting	NOUN
fcis-24300	167	18	technology	technology	NOUN
fcis-24300	168	1	[	[	X
fcis-24300	168	2	j	j	X
fcis-24300	168	3	]	]	X
fcis-24300	168	4	.	.	PUNCT
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fcis-24300	169	4	,	,	PUNCT
fcis-24300	169	5	(	(	PUNCT
fcis-24300	169	6	02	02	NUM
fcis-24300	169	7	):	):	PUNCT
fcis-24300	169	8	1	1	NUM
fcis-24300	169	9	-	-	SYM
fcis-24300	169	10	3	3	NUM
fcis-24300	169	11	+7	+7	NOUN
fcis-24300	169	12	.	.	PUNCT
fcis-24300	170	1	doi	doi	NOUN
fcis-24300	170	2	:	:	PUNCT
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fcis-24300	170	4	/	/	SYM
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fcis-24300	170	6	-	-	PUNCT
fcis-24300	170	7	1094	1094	NUM
fcis-24300	170	8	/	/	SYM
fcis-24300	170	9	tp.2021	tp.2021	PROPN
fcis-24300	170	10	.	.	PUNCT
fcis-24300	170	11	02	02	NUM
fcis-24300	170	12	.	.	NUM
fcis-24300	170	13	001	001	NUM
fcis-24300	170	14	.	.	PUNCT